Function for getting uniform Bayesian coresets for logistic regression
get_coreset_uniform.RdThis function implements the algorithm described in the paper Coresets for Scalable Bayesian Logistic Regression. It is a simplified version of the algorithm written in Python by the paper's first author, Jonathan H. Huggins, which is available here.
Arguments
- x
a feature matrix of dimension n x d
- y
a response vector of dimension n x 1
- m
(optional) a scalar, indicating the maximum number of data points that will be included in the returned Bayesian coreset. If not specified, this value will be set to n/10 rounded down to the nearest integer.
- num_clusters
(optional) the number of clusters for kmeans. If not specified, this value will be set to 4 for data with fewer than 10,000 observations, and to n/2500 rounded down to the nearest integer for data with more than 10,000 observations.
- r
(optional) the radius of the ball representing the parameter space. Must be greater than 0. Per Huggins et. al., the default is to set to 4.
- seed
(optional) a value to set the seed. Since the uniform coreset method is not deterministic, given all other function inputs remain the same, this value can be set to ensure that the same coreset is returned.
- verbose
(optional) default is FALSE. If set to TRUE, status messages will be printed while the function runs.
Value
a list containing the following elements:
datapoints_selected - the indices for the data points selected to be part of the coreset.
weights - the computed weights for each point in the coreset.
xc - the feature matrix containing only the coreset data points.
yc - the reponse vector containing only the responses for the observations in the coreset.
Examples
# Using the defaults
## simulate binary data
data <- simulate_logit_data()
get_coreset_uniform(data$x, data$y)
#> $datapoints_selected
#> [1] 22 35 42 54 88 96 109 119 147 154 156 157 191 194 195
#> [16] 207 212 231 245 256 280 295 304 331 351 362 385 405 441 449
#> [31] 450 459 499 532 545 552 558 587 641 658 671 706 722 726 735
#> [46] 762 772 780 782 787 830 838 844 848 862 896 905 915 967 973
#> [61] 975 978 984 989 1006 1008 1010 1011 1015 1020 1032 1063 1078 1105 1120
#> [76] 1140 1172 1190 1199 1202 1203 1210 1247 1258 1271 1372 1380 1387 1412 1417
#> [91] 1481 1501 1523 1537 1603 1604 1625 1632 1644 1656 1669 1671 1729 1750 1767
#> [106] 1768 1814 1816 1824 1883 1890 1900 1933 1941 1960 2018 2040 2042 2075 2080
#> [121] 2085 2094 2104 2105 2112 2120 2124 2144 2159 2187 2222 2224 2232 2246 2265
#> [136] 2275 2280 2287 2288 2294 2305 2307 2315 2322 2326 2328 2358 2361 2374 2385
#> [151] 2399 2402 2409 2411 2432 2444 2454 2474 2478 2492 2514 2515 2549 2560 2567
#> [166] 2574 2577 2602 2615 2638 2642 2645 2657 2659 2667 2668 2684 2689 2713 2729
#> [181] 2749 2756 2767 2768 2771 2778 2801 2805 2831 2848 2872 2889 2892 2910 2926
#> [196] 2941 2950 2954 3029 3033 3034 3045 3076 3102 3113 3133 3148 3168 3174 3189
#> [211] 3238 3241 3250 3258 3262 3271 3287 3288 3294 3305 3307 3325 3331 3355 3358
#> [226] 3381 3391 3399 3411 3427 3437 3440 3444 3455 3471 3488 3489 3492 3494 3512
#> [241] 3526 3527 3535 3545 3550 3568 3594 3621 3625 3631 3640 3698 3708 3740 3753
#> [256] 3763 3783 3792 3805 3808 3811 3819 3830 3855 3881 3885 3893 3936 3941 3943
#> [271] 3957 3966 3969 3989 4000 4013 4022 4034 4043 4048 4052 4054 4059 4069 4076
#> [286] 4093 4121 4125 4146 4163 4165 4179 4182 4191 4203 4229 4239 4257 4260 4272
#> [301] 4289 4309 4322 4335 4342 4348 4358 4362 4370 4376 4377 4388 4394 4400 4416
#> [316] 4418 4422 4423 4443 4444 4463 4516 4523 4527 4532 4549 4550 4557 4574 4589
#> [331] 4591 4595 4625 4632 4638 4648 4665 4686 4690 4705 4712 4729 4755 4783 4784
#> [346] 4811 4823 4831 4839 4862 4867 4876 4886 4894 4900 4902 4933 4935 4937 4950
#> [361] 4959 4960 4980 4982 5006 5056 5064 5158 5171 5177 5184 5194 5197 5214 5245
#> [376] 5275 5281 5314 5328 5331 5337 5350 5397 5407 5410 5453 5469 5473 5501 5513
#> [391] 5516 5531 5548 5574 5586 5617 5618 5626 5627 5637 5655 5707 5708 5732 5761
#> [406] 5775 5780 5813 5818 5840 5852 5857 5864 5869 5886 5899 5903 5939 5955 5987
#> [421] 6030 6086 6095 6114 6145 6152 6159 6171 6211 6217 6258 6281 6292 6293 6297
#> [436] 6308 6310 6318 6336 6357 6360 6425 6427 6447 6450 6500 6519 6532 6539 6540
#> [451] 6543 6603 6606 6612 6630 6642 6643 6648 6696 6697 6748 6757 6761 6770 6776
#> [466] 6785 6805 6836 6845 6855 6872 6877 6887 6902 6911 6912 6920 6942 6965 6996
#> [481] 7019 7022 7053 7054 7061 7062 7090 7097 7130 7164 7195 7214 7224 7245 7251
#> [496] 7259 7268 7283 7293 7348 7353 7372 7383 7402 7408 7474 7478 7494 7501 7507
#> [511] 7520 7528 7539 7542 7574 7583 7599 7616 7621 7632 7633 7644 7679 7686 7690
#> [526] 7692 7695 7698 7701 7722 7748 7763 7788 7793 7844 7845 7855 7858 7878 7880
#> [541] 7897 7912 7921 7923 7947 7949 7960 7968 8027 8059 8069 8085 8098 8131 8156
#> [556] 8193 8196 8201 8219 8221 8222 8236 8255 8265 8279 8283 8313 8315 8337 8353
#> [571] 8359 8361 8365 8369 8371 8380 8410 8431 8453 8480 8505 8514 8529 8532 8557
#> [586] 8564 8567 8579 8597 8619 8645 8649 8654 8655 8660 8747 8751 8801 8814 8826
#> [601] 8836 8840 8849 8902 8915 8931 8948 8950 8962 8976 9002 9021 9022 9026 9027
#> [616] 9036 9038 9039 9041 9061 9063 9065 9077 9109 9114 9119 9134 9138 9148 9152
#> [631] 9165 9169 9178 9180 9204 9205 9226 9243 9251 9268 9295 9316 9318 9325 9330
#> [646] 9347 9390 9391 9424 9429 9440 9473 9504 9517 9534 9539 9544 9547 9575 9585
#> [661] 9588 9589 9608 9636 9651 9660 9664 9686 9726 9730 9754 9781 9792 9800 9813
#> [676] 9846 9853 9859 9865 9868 9873 9877 9891 9892 9897 9899 9908 9911 9928 9961
#> [691] 9972 9981 9984 9994
#>
#> $weights
#> [,1]
#> [1,] 0.0000000
#> [2,] 0.0000000
#> [3,] 0.0000000
#> [4,] 0.0000000
#> [5,] 0.0000000
#> [6,] 0.0000000
#> [7,] 0.0000000
#> [8,] 0.0000000
#> [9,] 0.0000000
#> [10,] 0.0000000
#> [11,] 0.0000000
#> [12,] 0.0000000
#> [13,] 0.0000000
#> [14,] 0.0000000
#> [15,] 0.0000000
#> [16,] 0.0000000
#> [17,] 0.0000000
#> [18,] 0.0000000
#> [19,] 0.0000000
#> [20,] 0.0000000
#> [21,] 0.0000000
#> [22,] 1.2903164
#> [23,] 0.0000000
#> [24,] 0.0000000
#> [25,] 0.0000000
#> [26,] 0.0000000
#> [27,] 0.0000000
#> [28,] 0.0000000
#> [29,] 0.0000000
#> [30,] 0.0000000
#> [31,] 0.0000000
#> [32,] 0.0000000
#> [33,] 0.0000000
#> [34,] 0.0000000
#> [35,] 101.0356416
#> [36,] 0.0000000
#> [37,] 0.0000000
#> [38,] 0.0000000
#> [39,] 0.0000000
#> [40,] 0.0000000
#> [41,] 0.0000000
#> [42,] 1.4299941
#> [43,] 0.0000000
#> [44,] 0.0000000
#> [45,] 0.0000000
#> [46,] 0.0000000
#> [47,] 0.0000000
#> [48,] 0.0000000
#> [49,] 0.0000000
#> [50,] 0.0000000
#> [51,] 0.0000000
#> [52,] 0.0000000
#> [53,] 0.0000000
#> [54,] 1.8626361
#> [55,] 0.0000000
#> [56,] 0.0000000
#> [57,] 0.0000000
#> [58,] 0.0000000
#> [59,] 0.0000000
#> [60,] 0.0000000
#> [61,] 0.0000000
#> [62,] 0.0000000
#> [63,] 0.0000000
#> [64,] 0.0000000
#> [65,] 0.0000000
#> [66,] 0.0000000
#> [67,] 0.0000000
#> [68,] 0.0000000
#> [69,] 0.0000000
#> [70,] 0.0000000
#> [71,] 0.0000000
#> [72,] 0.0000000
#> [73,] 0.0000000
#> [74,] 0.0000000
#> [75,] 0.0000000
#> [76,] 0.0000000
#> [77,] 0.0000000
#> [78,] 0.0000000
#> [79,] 0.0000000
#> [80,] 0.0000000
#> [81,] 0.0000000
#> [82,] 0.0000000
#> [83,] 0.0000000
#> [84,] 0.0000000
#> [85,] 0.0000000
#> [86,] 0.0000000
#> [87,] 0.0000000
#> [88,] 7.4319149
#> [89,] 0.0000000
#> [90,] 0.0000000
#> [91,] 0.0000000
#> [92,] 0.0000000
#> [93,] 0.0000000
#> [94,] 0.0000000
#> [95,] 0.0000000
#> [96,] 1.1030059
#> [97,] 0.0000000
#> [98,] 0.0000000
#> [99,] 0.0000000
#> [100,] 0.0000000
#> [101,] 0.0000000
#> [102,] 0.0000000
#> [103,] 0.0000000
#> [104,] 0.0000000
#> [105,] 0.0000000
#> [106,] 0.0000000
#> [107,] 0.0000000
#> [108,] 0.0000000
#> [109,] 3.3703710
#> [110,] 0.0000000
#> [111,] 0.0000000
#> [112,] 0.0000000
#> [113,] 0.0000000
#> [114,] 0.0000000
#> [115,] 0.0000000
#> [116,] 0.0000000
#> [117,] 0.0000000
#> [118,] 0.0000000
#> [119,] 89.9433613
#> [120,] 0.0000000
#> [121,] 0.0000000
#> [122,] 0.0000000
#> [123,] 0.0000000
#> [124,] 0.0000000
#> [125,] 0.0000000
#> [126,] 0.0000000
#> [127,] 0.0000000
#> [128,] 0.0000000
#> [129,] 0.0000000
#> [130,] 0.0000000
#> [131,] 0.0000000
#> [132,] 0.0000000
#> [133,] 0.0000000
#> [134,] 0.0000000
#> [135,] 0.0000000
#> [136,] 0.0000000
#> [137,] 0.0000000
#> [138,] 0.0000000
#> [139,] 0.0000000
#> [140,] 0.0000000
#> [141,] 0.0000000
#> [142,] 0.0000000
#> [143,] 0.0000000
#> [144,] 0.0000000
#> [145,] 0.0000000
#> [146,] 0.0000000
#> [147,] 1.0335062
#> [148,] 0.0000000
#> [149,] 0.0000000
#> [150,] 0.0000000
#> [151,] 0.0000000
#> [152,] 0.0000000
#> [153,] 0.0000000
#> [154,] 70.1669571
#> [155,] 0.0000000
#> [156,] 0.8633154
#> [157,] 0.9808875
#> [158,] 0.0000000
#> [159,] 0.0000000
#> [160,] 0.0000000
#> [161,] 0.0000000
#> [162,] 0.0000000
#> [163,] 0.0000000
#> [164,] 0.0000000
#> [165,] 0.0000000
#> [166,] 0.0000000
#> [167,] 0.0000000
#> [168,] 0.0000000
#> [169,] 0.0000000
#> [170,] 0.0000000
#> [171,] 0.0000000
#> [172,] 0.0000000
#> [173,] 0.0000000
#> [174,] 0.0000000
#> [175,] 0.0000000
#> [176,] 0.0000000
#> [177,] 0.0000000
#> [178,] 0.0000000
#> [179,] 0.0000000
#> [180,] 0.0000000
#> [181,] 0.0000000
#> [182,] 0.0000000
#> [183,] 0.0000000
#> [184,] 0.0000000
#> [185,] 0.0000000
#> [186,] 0.0000000
#> [187,] 0.0000000
#> [188,] 0.0000000
#> [189,] 0.0000000
#> [190,] 0.0000000
#> [191,] 1.3632907
#> [192,] 0.0000000
#> [193,] 0.0000000
#> [194,] 1.4945536
#> [195,] 2.6470806
#> [196,] 0.0000000
#> [197,] 0.0000000
#> [198,] 0.0000000
#> [199,] 0.0000000
#> [200,] 0.0000000
#> [201,] 0.0000000
#> [202,] 0.0000000
#> [203,] 0.0000000
#> [204,] 0.0000000
#> [205,] 0.0000000
#> [206,] 0.0000000
#> [207,] 1.4459283
#> [208,] 0.0000000
#> [209,] 0.0000000
#> [210,] 0.0000000
#> [211,] 0.0000000
#> [212,] 5.0503597
#> [213,] 0.0000000
#> [214,] 0.0000000
#> [215,] 0.0000000
#> [216,] 0.0000000
#> [217,] 0.0000000
#> [218,] 0.0000000
#> [219,] 0.0000000
#> [220,] 0.0000000
#> [221,] 0.0000000
#> [222,] 0.0000000
#> [223,] 0.0000000
#> [224,] 0.0000000
#> [225,] 0.0000000
#> [226,] 0.0000000
#> [227,] 0.0000000
#> [228,] 0.0000000
#> [229,] 0.0000000
#> [230,] 0.0000000
#> [231,] 1.4790848
#> [232,] 0.0000000
#> [233,] 0.0000000
#> [234,] 0.0000000
#> [235,] 0.0000000
#> [236,] 0.0000000
#> [237,] 0.0000000
#> [238,] 0.0000000
#> [239,] 0.0000000
#> [240,] 0.0000000
#> [241,] 0.0000000
#> [242,] 0.0000000
#> [243,] 0.0000000
#> [244,] 0.0000000
#> [245,] 19.2140215
#> [246,] 0.0000000
#> [247,] 0.0000000
#> [248,] 0.0000000
#> [249,] 0.0000000
#> [250,] 0.0000000
#> [251,] 0.0000000
#> [252,] 0.0000000
#> [253,] 0.0000000
#> [254,] 0.0000000
#> [255,] 0.0000000
#> [256,] 0.9256574
#> [257,] 0.0000000
#> [258,] 0.0000000
#> [259,] 0.0000000
#> [260,] 0.0000000
#> [261,] 0.0000000
#> [262,] 0.0000000
#> [263,] 0.0000000
#> [264,] 0.0000000
#> [265,] 0.0000000
#> [266,] 0.0000000
#> [267,] 0.0000000
#> [268,] 0.0000000
#> [269,] 0.0000000
#> [270,] 0.0000000
#> [271,] 0.0000000
#> [272,] 0.0000000
#> [273,] 0.0000000
#> [274,] 0.0000000
#> [275,] 0.0000000
#> [276,] 0.0000000
#> [277,] 0.0000000
#> [278,] 0.0000000
#> [279,] 0.0000000
#> [280,] 1.6201619
#> [281,] 0.0000000
#> [282,] 0.0000000
#> [283,] 0.0000000
#> [284,] 0.0000000
#> [285,] 0.0000000
#> [286,] 0.0000000
#> [287,] 0.0000000
#> [288,] 0.0000000
#> [289,] 0.0000000
#> [290,] 0.0000000
#> [291,] 0.0000000
#> [292,] 0.0000000
#> [293,] 0.0000000
#> [294,] 0.0000000
#> [295,] 0.8817091
#> [296,] 0.0000000
#> [297,] 0.0000000
#> [298,] 0.0000000
#> [299,] 0.0000000
#> [300,] 0.0000000
#> [301,] 0.0000000
#> [302,] 0.0000000
#> [303,] 0.0000000
#> [304,] 8.0223875
#> [305,] 0.0000000
#> [306,] 0.0000000
#> [307,] 0.0000000
#> [308,] 0.0000000
#> [309,] 0.0000000
#> [310,] 0.0000000
#> [311,] 0.0000000
#> [312,] 0.0000000
#> [313,] 0.0000000
#> [314,] 0.0000000
#> [315,] 0.0000000
#> [316,] 0.0000000
#> [317,] 0.0000000
#> [318,] 0.0000000
#> [319,] 0.0000000
#> [320,] 0.0000000
#> [321,] 0.0000000
#> [322,] 0.0000000
#> [323,] 0.0000000
#> [324,] 0.0000000
#> [325,] 0.0000000
#> [326,] 0.0000000
#> [327,] 0.0000000
#> [328,] 0.0000000
#> [329,] 0.0000000
#> [330,] 0.0000000
#> [331,] 1.0656861
#> [332,] 0.0000000
#> [333,] 0.0000000
#> [334,] 0.0000000
#> [335,] 0.0000000
#> [336,] 0.0000000
#> [337,] 0.0000000
#> [338,] 0.0000000
#> [339,] 0.0000000
#> [340,] 0.0000000
#> [341,] 0.0000000
#> [342,] 0.0000000
#> [343,] 0.0000000
#> [344,] 0.0000000
#> [345,] 0.0000000
#> [346,] 0.0000000
#> [347,] 0.0000000
#> [348,] 0.0000000
#> [349,] 0.0000000
#> [350,] 0.0000000
#> [351,] 206.2179072
#> [352,] 0.0000000
#> [353,] 0.0000000
#> [354,] 0.0000000
#> [355,] 0.0000000
#> [356,] 0.0000000
#> [357,] 0.0000000
#> [358,] 0.0000000
#> [359,] 0.0000000
#> [360,] 0.0000000
#> [361,] 0.0000000
#> [362,] 4.8152334
#> [363,] 0.0000000
#> [364,] 0.0000000
#> [365,] 0.0000000
#> [366,] 0.0000000
#> [367,] 0.0000000
#> [368,] 0.0000000
#> [369,] 0.0000000
#> [370,] 0.0000000
#> [371,] 0.0000000
#> [372,] 0.0000000
#> [373,] 0.0000000
#> [374,] 0.0000000
#> [375,] 0.0000000
#> [376,] 0.0000000
#> [377,] 0.0000000
#> [378,] 0.0000000
#> [379,] 0.0000000
#> [380,] 0.0000000
#> [381,] 0.0000000
#> [382,] 0.0000000
#> [383,] 0.0000000
#> [384,] 0.0000000
#> [385,] 39.4529741
#> [386,] 0.0000000
#> [387,] 0.0000000
#> [388,] 0.0000000
#> [389,] 0.0000000
#> [390,] 0.0000000
#> [391,] 0.0000000
#> [392,] 0.0000000
#> [393,] 0.0000000
#> [394,] 0.0000000
#> [395,] 0.0000000
#> [396,] 0.0000000
#> [397,] 0.0000000
#> [398,] 0.0000000
#> [399,] 0.0000000
#> [400,] 0.0000000
#> [401,] 0.0000000
#> [402,] 0.0000000
#> [403,] 0.0000000
#> [404,] 0.0000000
#> [405,] 1.2397126
#> [406,] 0.0000000
#> [407,] 0.0000000
#> [408,] 0.0000000
#> [409,] 0.0000000
#> [410,] 0.0000000
#> [411,] 0.0000000
#> [412,] 0.0000000
#> [413,] 0.0000000
#> [414,] 0.0000000
#> [415,] 0.0000000
#> [416,] 0.0000000
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#> [420,] 0.0000000
#> [421,] 0.0000000
#> [422,] 0.0000000
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#> [424,] 0.0000000
#> [425,] 0.0000000
#> [426,] 0.0000000
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#> [432,] 0.0000000
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#> [435,] 0.0000000
#> [436,] 0.0000000
#> [437,] 0.0000000
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#> [440,] 0.0000000
#> [441,] 21.5373424
#> [442,] 0.0000000
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#> [444,] 0.0000000
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#> [446,] 0.0000000
#> [447,] 0.0000000
#> [448,] 0.0000000
#> [449,] 24.8215723
#> [450,] 2.5484484
#> [451,] 0.0000000
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#> [456,] 0.0000000
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#> [458,] 0.0000000
#> [459,] 0.8054176
#> [460,] 0.0000000
#> [461,] 0.0000000
#> [462,] 0.0000000
#> [463,] 0.0000000
#> [464,] 0.0000000
#> [465,] 0.0000000
#> [466,] 0.0000000
#> [467,] 0.0000000
#> [468,] 0.0000000
#> [469,] 0.0000000
#> [470,] 0.0000000
#> [471,] 0.0000000
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#> [473,] 0.0000000
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#> [475,] 0.0000000
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#> [478,] 0.0000000
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#> [480,] 0.0000000
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#> [499,] 5.5768282
#> [500,] 0.0000000
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#> [527,] 0.0000000
#> [528,] 0.0000000
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#> [531,] 0.0000000
#> [532,] 32.9001349
#> [533,] 0.0000000
#> [534,] 0.0000000
#> [535,] 0.0000000
#> [536,] 0.0000000
#> [537,] 0.0000000
#> [538,] 0.0000000
#> [539,] 0.0000000
#> [540,] 0.0000000
#> [541,] 0.0000000
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#> [9991,] 0.0000000
#> [9992,] 0.0000000
#> [9993,] 0.0000000
#> [9994,] 2.2406571
#> [9995,] 0.0000000
#> [9996,] 0.0000000
#> [9997,] 0.0000000
#> [9998,] 0.0000000
#> [9999,] 0.0000000
#> [10000,] 0.0000000
#>
#> $xc
#> [,1] [,2] [,3]
#> [1,] 2.166963236 1.370536637 1
#> [2,] 1.082571401 0.536497393 1
#> [3,] 1.138209209 2.363705289 1
#> [4,] -1.415855784 2.392717931 1
#> [5,] -1.041151939 0.359981775 1
#> [6,] -0.003160818 2.913994150 1
#> [7,] -2.042421082 1.383583556 1
#> [8,] 1.655516719 0.080173549 1
#> [9,] -0.311507717 2.920989574 1
#> [10,] -0.379159578 -1.584463107 1
#> [11,] -2.068646941 -1.705225480 1
#> [12,] 1.259129819 -1.897184854 1
#> [13,] 1.659178309 -2.270239101 1
#> [14,] -1.423737544 2.103948219 1
#> [15,] -1.568344904 -0.565221062 1
#> [16,] -2.774555472 0.201324590 1
#> [17,] -2.108866841 -0.818391000 1
#> [18,] -2.750243914 0.324658856 1
#> [19,] -0.790047232 -1.640104107 1
#> [20,] 1.147342040 2.573192710 1
#> [21,] 2.564282605 -1.291394729 1
#> [22,] -1.136641907 -2.585753914 1
#> [23,] 2.199518749 -0.499295749 1
#> [24,] 1.644133702 -2.565907065 1
#> [25,] 1.009513112 0.343575055 1
#> [26,] 0.769177759 -1.368278105 1
#> [27,] 0.030156232 -1.867342754 1
#> [28,] -2.004996708 1.910010202 1
#> [29,] 0.475758217 -0.203931092 1
#> [30,] -0.300534638 1.992393101 1
#> [31,] -1.511347719 2.347433500 1
#> [32,] 3.700135598 -0.879256591 1
#> [33,] 0.570140798 -2.254776423 1
#> [34,] -0.830999093 -1.279159573 1
#> [35,] 0.710430969 1.706923800 1
#> [36,] -2.328488822 -0.368289026 1
#> [37,] -0.262097615 -1.760075724 1
#> [38,] -0.860369779 2.012881598 1
#> [39,] 2.377534066 -2.004162317 1
#> [40,] 0.126722176 0.114183506 1
#> [41,] 1.487678888 0.932726695 1
#> [42,] 1.177745783 -1.810326054 1
#> [43,] -0.359009661 0.021405349 1
#> [44,] 0.025543235 0.167367880 1
#> [45,] 0.131247973 -0.034136793 1
#> [46,] 2.708268463 -1.428703300 1
#> [47,] 1.671519692 -1.744174831 1
#> [48,] 1.082187628 0.724702741 1
#> [49,] 2.256118730 1.703007202 1
#> [50,] 0.824741944 2.488598965 1
#> [51,] -1.642134195 -1.261098736 1
#> [52,] 0.276223664 2.731192563 1
#> [53,] 1.055129370 -1.357410497 1
#> [54,] -0.145828980 -0.268130980 1
#> [55,] 1.579667467 1.575904320 1
#> [56,] -0.667125620 1.625286961 1
#> [57,] -0.573038059 1.563032746 1
#> [58,] -0.197819604 -0.064351599 1
#> [59,] -1.109256029 -2.242872686 1
#> [60,] -1.550195700 -2.192531120 1
#> [61,] -0.206347412 2.617832008 1
#> [62,] 1.228007632 1.289355945 1
#> [63,] -3.066541682 0.623539299 1
#> [64,] 0.213354406 0.621288921 1
#> [65,] 0.442203007 -0.492639396 1
#> [66,] 0.425861693 -2.538076147 1
#> [67,] 2.019765284 -0.579145360 1
#> [68,] -0.539467345 -2.555729509 1
#> [69,] -2.235510967 -1.312912355 1
#> [70,] 0.955617537 -1.016788180 1
#> [71,] -0.454602293 -4.142312885 1
#> [72,] 1.419437808 -1.207580453 1
#> [73,] -0.762812636 -0.671701064 1
#> [74,] -1.140469082 2.463650497 1
#> [75,] 1.139477546 1.974465241 1
#> [76,] 3.125086050 0.117493677 1
#> [77,] 0.195551494 0.701789112 1
#> [78,] 2.241141659 2.025862743 1
#> [79,] -0.072306038 -1.133270304 1
#> [80,] -1.908629898 2.980889713 1
#> [81,] 1.470483425 -0.829004027 1
#> [82,] -1.613079571 3.215422646 1
#> [83,] 1.482534749 1.043058478 1
#> [84,] -1.756644586 -1.781080043 1
#> [85,] -1.235043627 -0.619346160 1
#> [86,] 3.775863902 -1.470001188 1
#> [87,] 0.290903994 2.759766619 1
#> [88,] 2.060243619 2.113026442 1
#> [89,] 1.960372837 0.115460206 1
#> [90,] 1.731231390 -1.125851571 1
#> [91,] -0.525507203 -0.793033410 1
#> [92,] -1.100830549 -1.930026814 1
#> [93,] 2.436366957 -0.238315334 1
#> [94,] 2.007825078 -1.183862057 1
#> [95,] -0.783156166 0.548741290 1
#> [96,] 1.813990059 3.753762191 1
#> [97,] -0.457704376 -0.631824101 1
#> [98,] -0.271333656 2.531477025 1
#> [99,] 0.791194940 2.107841222 1
#> [100,] -0.299238954 -0.353881134 1
#> [101,] -0.900787436 -1.478462241 1
#> [102,] 2.201899017 1.430615893 1
#> [103,] 0.848103701 2.469413323 1
#> [104,] 2.664251199 0.070115040 1
#> [105,] -1.253261208 -0.192777725 1
#> [106,] 1.445933595 2.734042774 1
#> [107,] -0.587828296 -0.700237718 1
#> [108,] 1.357646658 1.443846555 1
#> [109,] -1.809452371 1.479175509 1
#> [110,] -3.283685589 1.564358697 1
#> [111,] -2.333179547 -0.815317676 1
#> [112,] -0.697019136 2.977874570 1
#> [113,] -1.510043340 -2.357237767 1
#> [114,] -0.150949425 -0.505254849 1
#> [115,] 1.046776354 -0.084781855 1
#> [116,] -1.742118955 3.010163193 1
#> [117,] 0.652154397 -0.856839329 1
#> [118,] 2.086397988 0.059682560 1
#> [119,] 1.314673729 2.267807133 1
#> [120,] 2.280146139 1.234531393 1
#> [121,] -0.043199883 -0.003728563 1
#> [122,] 1.588873260 2.160228510 1
#> [123,] 2.384063434 -0.959887019 1
#> [124,] 1.090961744 1.416394931 1
#> [125,] 1.051130844 2.149551347 1
#> [126,] 0.906765095 -2.463994020 1
#> [127,] -2.872855995 -0.174476606 1
#> [128,] -1.235553211 -0.229083193 1
#> [129,] -2.738446649 1.203773032 1
#> [130,] -0.948384626 0.627020679 1
#> [131,] -1.665382492 2.163564052 1
#> [132,] 0.142524968 -2.215117312 1
#> [133,] -0.880321386 -1.399840247 1
#> [134,] 3.223979608 -0.558066846 1
#> [135,] -1.578225199 0.837353188 1
#> [136,] -1.630506255 -1.577162593 1
#> [137,] 0.051266542 -0.048911832 1
#> [138,] 2.156171617 -1.473894067 1
#> [139,] 1.644837344 0.618574824 1
#> [140,] 0.923313352 1.345025900 1
#> [141,] 2.180831286 1.524326689 1
#> [142,] 1.148179679 -1.301674404 1
#> [143,] -1.996750101 -1.314916727 1
#> [144,] 1.730449442 0.413632240 1
#> [145,] -2.055570473 -2.669872292 1
#> [146,] -1.310708578 -1.350630684 1
#> [147,] -0.076208138 0.106415381 1
#> [148,] -2.547978712 -1.022285981 1
#> [149,] 2.254902837 -2.205966763 1
#> [150,] 0.920171772 1.543463276 1
#> [151,] -1.395486129 0.490511420 1
#> [152,] -0.636437923 0.161649832 1
#> [153,] 1.863735746 -2.169367532 1
#> [154,] 1.846424488 1.489984357 1
#> [155,] 0.723921617 -1.904020032 1
#> [156,] -1.191592594 -2.012012697 1
#> [157,] 1.869408937 1.998389055 1
#> [158,] 1.721335817 0.769514949 1
#> [159,] -2.406329379 -1.406333704 1
#> [160,] -1.438736411 2.024670306 1
#> [161,] 1.920932738 -1.306371092 1
#> [162,] -0.494405857 2.883141982 1
#> [163,] 0.593748386 1.159134769 1
#> [164,] -0.242923601 -0.401912601 1
#> [165,] -1.803266407 2.484962679 1
#> [166,] 0.722734097 2.313055814 1
#> [167,] 1.522941554 -0.890786771 1
#> [168,] -0.767001865 3.500274081 1
#> [169,] 1.993056644 -1.575192805 1
#> [170,] -1.156617190 -1.325902354 1
#> [171,] -2.260485855 0.089988928 1
#> [172,] -1.502959209 1.959729268 1
#> [173,] -1.914601873 -1.322151198 1
#> [174,] 1.525930474 2.265989243 1
#> [175,] -0.242346832 -2.371878246 1
#> [176,] -2.691572031 -0.422765366 1
#> [177,] 0.653622830 -3.182430094 1
#> [178,] -1.228907997 -1.739423882 1
#> [179,] -0.564991632 -0.415779688 1
#> [180,] -1.171269892 0.514348480 1
#> [181,] -0.135427336 -0.154151583 1
#> [182,] -0.390557187 0.290821613 1
#> [183,] 2.322659271 -1.050448836 1
#> [184,] 0.124004103 2.786626505 1
#> [185,] 2.564381992 -1.095479702 1
#> [186,] -0.539182148 2.317901821 1
#> [187,] -1.619093344 0.672816490 1
#> [188,] 1.261931911 1.241755378 1
#> [189,] -1.287617233 2.882529094 1
#> [190,] -0.716674732 -2.716255523 1
#> [191,] -0.792433540 1.644077041 1
#> [192,] -2.418875509 -0.078040960 1
#> [193,] 2.973560957 -1.127049821 1
#> [194,] 1.367903438 -0.646221455 1
#> [195,] -0.051367288 -0.213969588 1
#> [196,] 2.726961229 0.492153200 1
#> [197,] -2.076621078 0.716998192 1
#> [198,] 1.689271608 1.732961589 1
#> [199,] -0.389027452 0.113514307 1
#> [200,] -1.816787155 -1.212608148 1
#> [201,] -0.548640319 -0.429582726 1
#> [202,] 0.710545469 -1.745048106 1
#> [203,] 0.575890159 3.723455315 1
#> [204,] -0.184696679 2.042796225 1
#> [205,] -2.212896569 -1.364974436 1
#> [206,] 2.844388929 -1.750457558 1
#> [207,] -1.958711954 1.224957643 1
#> [208,] 2.447079435 1.127184270 1
#> [209,] 2.405077158 1.320359499 1
#> [210,] -1.206871337 1.195065558 1
#> [211,] 1.444152929 1.887710443 1
#> [212,] 2.314040855 1.647876881 1
#> [213,] 1.599227240 1.007396528 1
#> [214,] -1.819981658 1.604648332 1
#> [215,] -0.223737944 -0.434172083 1
#> [216,] -0.886087999 -2.672859682 1
#> [217,] -0.661305358 1.854213477 1
#> [218,] 1.591937766 -0.425318128 1
#> [219,] 1.413427654 0.836314150 1
#> [220,] 2.413808783 1.832190076 1
#> [221,] 1.835247852 -1.630921821 1
#> [222,] 2.385155676 1.230619372 1
#> [223,] -1.577789539 1.058811127 1
#> [224,] -1.902801544 1.217011486 1
#> [225,] 0.193127026 3.313578156 1
#> [226,] -2.238805166 1.275423846 1
#> [227,] 0.551403519 0.650903904 1
#> [228,] 2.109435693 0.406509352 1
#> [229,] 0.328674050 2.547051780 1
#> [230,] 1.537352606 -1.722668698 1
#> [231,] -1.660421650 -1.230037579 1
#> [232,] -1.377092563 -1.719204336 1
#> [233,] -1.553545028 -1.776421558 1
#> [234,] -2.465439062 -2.673390805 1
#> [235,] 0.300298670 0.131912031 1
#> [236,] -2.530033398 1.254965101 1
#> [237,] 0.010237866 0.892448137 1
#> [238,] 0.725564477 0.231084874 1
#> [239,] -2.012789113 -1.571025994 1
#> [240,] -1.288661774 1.637698140 1
#> [241,] 0.827364017 0.046187183 1
#> [242,] 0.901408890 -0.403587669 1
#> [243,] -1.566355297 1.124783337 1
#> [244,] 0.293493790 -2.696387900 1
#> [245,] 1.797987653 1.603327834 1
#> [246,] 1.471675833 2.233033574 1
#> [247,] 1.580302651 -1.561359636 1
#> [248,] 1.256099772 2.345863947 1
#> [249,] 1.173359685 -0.459485621 1
#> [250,] 1.524624824 2.009672602 1
#> [251,] -0.150146878 -0.279821575 1
#> [252,] -1.738988284 1.488703860 1
#> [253,] -1.936367236 1.229258345 1
#> [254,] 0.967540195 2.338556946 1
#> [255,] -2.841981849 1.393196980 1
#> [256,] -0.970280712 -2.576177991 1
#> [257,] -1.392441202 2.107241969 1
#> [258,] 2.478575819 0.563241110 1
#> [259,] 1.401812600 0.480016851 1
#> [260,] -1.131287640 2.546859363 1
#> [261,] -2.284541390 1.371503186 1
#> [262,] 1.283864285 1.450447851 1
#> [263,] 0.650665240 -2.734053643 1
#> [264,] 2.746640220 0.833031031 1
#> [265,] -1.888401307 -2.495935223 1
#> [266,] -2.258035934 1.520617945 1
#> [267,] -1.844263142 -2.203416758 1
#> [268,] 0.330628444 -0.152374552 1
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#> [270,] 1.771175566 -3.128079198 1
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#> [272,] -2.401480398 1.322237729 1
#> [273,] -0.988662544 2.019290584 1
#> [274,] -1.889929793 1.371882304 1
#> [275,] -2.675197820 0.971601382 1
#> [276,] 1.926334914 2.833000382 1
#> [277,] -1.568688855 1.610698698 1
#> [278,] 1.526570393 0.955124422 1
#> [279,] -1.718808649 -0.375041707 1
#> [280,] 0.738549780 2.715884342 1
#> [281,] 0.703303130 2.742292875 1
#> [282,] 2.405609933 0.758562613 1
#> [283,] 0.480866387 0.390290818 1
#> [284,] 1.377478143 -1.464152636 1
#> [285,] -0.544709344 -0.150243420 1
#> [286,] -1.505193691 -1.838563587 1
#> [287,] 2.297992647 1.096714103 1
#> [288,] 2.628991533 -1.449452215 1
#> [289,] 3.271762316 0.237508750 1
#> [290,] -2.439405963 -2.020330799 1
#> [291,] 1.979995866 1.507621733 1
#> [292,] -1.157115224 1.166243727 1
#> [293,] 2.623382946 -0.469871112 1
#> [294,] -1.606383935 1.181589335 1
#> [295,] 0.894569388 -0.742111834 1
#> [296,] -1.321476183 -2.377254535 1
#> [297,] -1.107476321 0.797483903 1
#> [298,] -2.594624239 0.375835549 1
#> [299,] 1.673725393 -1.681982108 1
#> [300,] -2.414936864 -1.816304998 1
#> [301,] 1.900854414 -1.161432480 1
#> [302,] 2.242637969 -0.219831114 1
#> [303,] 1.728057746 1.835892975 1
#> [304,] -1.211612002 -2.278141593 1
#> [305,] 1.992183507 0.848587153 1
#> [306,] -0.086550011 2.102462220 1
#> [307,] 0.024870990 1.034205300 1
#> [308,] 0.647342591 3.149270910 1
#> [309,] -0.984578356 1.977206022 1
#> [310,] 0.846098688 2.750809226 1
#> [311,] -1.434313293 1.417430992 1
#> [312,] 1.702766800 -2.292085428 1
#> [313,] 0.038392698 -2.640159502 1
#> [314,] -0.296600982 -0.399494438 1
#> [315,] -0.251246517 -1.672538139 1
#> [316,] -2.427405948 1.167598924 1
#> [317,] 1.065190659 -2.382126048 1
#> [318,] 3.523670257 0.224050898 1
#> [319,] 0.348654790 0.310549203 1
#> [320,] -1.429091544 1.635476355 1
#> [321,] -1.477348373 -1.977322385 1
#> [322,] -2.025157914 -0.577159164 1
#> [323,] 1.301260881 1.591688389 1
#> [324,] 1.434277403 1.858847803 1
#> [325,] 2.216192487 -0.864152791 1
#> [326,] -1.955623353 -1.780390245 1
#> [327,] -1.683262093 -2.543185347 1
#> [328,] 3.055432851 -0.065052741 1
#> [329,] -2.057804259 1.678466876 1
#> [330,] 1.131723132 2.029169942 1
#> [331,] 1.829390131 -1.731741142 1
#> [332,] -1.906282296 0.310190275 1
#> [333,] 0.861024063 1.709694590 1
#> [334,] -3.295046058 -0.464135867 1
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#> [336,] 0.846901019 -2.278251851 1
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#> [338,] 1.316837243 1.215587269 1
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#> [344,] 1.923841484 1.790193532 1
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#> [346,] 0.429819836 0.917808163 1
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#> [351,] -0.538176124 0.700663071 1
#> [352,] -2.289160002 0.846293969 1
#> [353,] 1.614710972 -1.000329046 1
#> [354,] 1.616126356 0.417512005 1
#> [355,] 1.297710426 -2.084697413 1
#> [356,] 1.418602486 -2.749020248 1
#> [357,] -0.626754730 1.266968137 1
#> [358,] -1.958026202 -1.408420731 1
#> [359,] -2.403974493 -1.096427910 1
#> [360,] 0.238608040 0.181228287 1
#> [361,] -1.758325066 1.555120164 1
#> [362,] -0.655010684 -2.221265288 1
#> [363,] -2.334712087 1.925672831 1
#> [364,] -1.192862906 0.427032373 1
#> [365,] 1.462594943 -1.428925604 1
#> [366,] 0.921461042 0.763620735 1
#> [367,] 1.849182584 -1.992862684 1
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#>
#> $yc
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#> [526] -1 1 -1 1 -1 1 -1 -1 1 -1 1 1 1 1 1 1 1 -1 1 1 -1 1 -1 -1 -1
#> [551] -1 1 1 1 -1 -1 -1 -1 -1 1 1 -1 -1 -1 -1 1 1 -1 -1 -1 1 -1 -1 1 1
#> [576] 1 -1 -1 1 -1 1 1 1 1 1 -1 -1 1 1 1 -1 -1 -1 1 -1 1 1 -1 -1 -1
#> [601] -1 -1 1 1 1 -1 -1 1 1 1 -1 -1 -1 1 1 -1 1 1 1 -1 -1 1 1 -1 -1
#> [626] -1 1 -1 1 -1 1 -1 1 1 -1 -1 1 -1 1 1 -1 -1 -1 -1 1 1 -1 -1 -1 1
#> [651] 1 1 1 -1 -1 -1 1 1 -1 1 1 1 1 1 -1 -1 -1 1 1 1 -1 -1 -1 -1 1
#> [676] 1 1 -1 -1 -1 1 1 1 1 -1 -1 -1 1 -1 1 -1 -1 1 1
#>
# Customizations
## choose number of kmeans clusters
get_coreset_uniform(data$x, data$y, num_clusters = 5)
#> $datapoints_selected
#> [1] 22 34 42 60 126 137 153 157 164 180 182 191 194 195 209
#> [16] 235 244 256 265 280 325 331 339 350 366 375 385 405 440 447
#> [31] 448 449 450 459 464 505 507 529 531 550 551 557 587 610 641
#> [46] 655 705 706 721 725 734 762 776 782 813 838 848 894 900 913
#> [61] 966 983 984 992 994 1005 1010 1015 1032 1077 1105 1109 1132 1140 1190
#> [76] 1202 1203 1210 1217 1225 1236 1246 1271 1317 1325 1371 1372 1380 1387 1388
#> [91] 1411 1416 1439 1467 1480 1499 1536 1547 1604 1635 1644 1668 1729 1750 1752
#> [106] 1805 1857 1883 1933 1940 1956 1975 2018 2068 2097 2104 2111 2116 2123 2124
#> [121] 2144 2222 2231 2246 2277 2278 2279 2286 2287 2301 2321 2327 2361 2374 2375
#> [136] 2381 2384 2409 2413 2415 2454 2492 2496 2514 2518 2548 2561 2567 2573 2574
#> [151] 2600 2602 2615 2632 2637 2641 2645 2666 2667 2712 2721 2731 2733 2748 2750
#> [166] 2757 2767 2770 2771 2783 2800 2817 2831 2848 2878 2892 2894 2920 2925 2950
#> [181] 2951 2954 3028 3045 3062 3076 3089 3097 3101 3106 3110 3119 3121 3133 3143
#> [196] 3168 3227 3238 3249 3258 3263 3271 3287 3293 3305 3307 3331 3357 3358 3381
#> [211] 3391 3488 3490 3494 3525 3526 3535 3540 3545 3550 3567 3609 3621 3623 3624
#> [226] 3639 3654 3668 3707 3708 3738 3740 3753 3762 3783 3785 3790 3808 3811 3821
#> [241] 3830 3881 3885 3887 3893 3899 3934 3939 3940 3943 3974 4000 4001 4013 4015
#> [256] 4022 4023 4042 4052 4058 4075 4090 4092 4112 4125 4146 4165 4178 4182 4186
#> [271] 4190 4191 4202 4203 4224 4238 4249 4253 4256 4259 4260 4272 4280 4285 4289
#> [286] 4304 4305 4317 4322 4328 4349 4362 4371 4376 4388 4392 4395 4399 4409 4414
#> [301] 4416 4418 4422 4423 4455 4463 4494 4512 4515 4522 4538 4550 4595 4614 4632
#> [316] 4638 4648 4680 4682 4690 4704 4705 4707 4728 4741 4748 4782 4783 4785 4788
#> [331] 4822 4824 4831 4853 4857 4866 4876 4893 4896 4900 4935 4938 4959 4980 4981
#> [346] 5005 5055 5060 5064 5099 5101 5158 5171 5176 5194 5196 5218 5238 5266 5268
#> [361] 5280 5314 5321 5328 5332 5350 5406 5422 5464 5473 5482 5491 5512 5513 5515
#> [376] 5531 5533 5546 5548 5551 5564 5582 5602 5603 5618 5624 5626 5627 5635 5688
#> [391] 5707 5708 5731 5761 5772 5774 5780 5818 5853 5856 5903 5966 5981 5986 5987
#> [406] 6002 6018 6026 6113 6145 6152 6154 6168 6170 6217 6221 6228 6242 6244 6271
#> [421] 6275 6292 6308 6318 6333 6336 6357 6365 6370 6425 6427 6439 6449 6531 6538
#> [436] 6539 6606 6629 6643 6648 6658 6661 6672 6674 6680 6685 6694 6696 6713 6758
#> [451] 6761 6768 6804 6811 6835 6845 6911 6920 6955 6965 6976 6986 6989 7019 7021
#> [466] 7022 7033 7053 7054 7061 7062 7076 7077 7090 7128 7129 7145 7168 7194 7228
#> [481] 7245 7249 7260 7268 7291 7368 7371 7383 7405 7407 7460 7467 7473 7477 7478
#> [496] 7487 7493 7507 7528 7539 7542 7561 7572 7598 7621 7630 7632 7634 7643 7669
#> [511] 7673 7681 7686 7688 7690 7692 7696 7701 7722 7740 7745 7747 7750 7814 7826
#> [526] 7844 7855 7865 7870 7877 7880 7897 7921 7946 7949 7959 7968 7972 7979 8023
#> [541] 8059 8068 8103 8109 8131 8147 8170 8193 8196 8203 8221 8236 8253 8258 8283
#> [556] 8304 8314 8333 8339 8351 8353 8358 8361 8365 8369 8380 8410 8439 8461 8479
#> [571] 8484 8517 8529 8557 8579 8596 8619 8645 8649 8655 8657 8660 8700 8751 8756
#> [586] 8772 8775 8800 8808 8813 8817 8826 8829 8843 8848 8860 8868 8875 8890 8901
#> [601] 8902 8912 8976 9020 9026 9027 9035 9038 9041 9061 9107 9108 9120 9137 9152
#> [616] 9178 9179 9204 9205 9233 9236 9251 9258 9268 9310 9315 9325 9330 9347 9390
#> [631] 9391 9429 9473 9477 9506 9517 9525 9538 9543 9546 9547 9575 9584 9588 9589
#> [646] 9607 9651 9659 9664 9673 9706 9720 9726 9729 9735 9744 9761 9769 9781 9788
#> [661] 9812 9817 9822 9846 9853 9859 9868 9873 9891 9899 9928 9960 9976 9980 9983
#> [676] 9994 9995
#>
#> $weights
#> [,1]
#> [1,] 0.0000000
#> [2,] 0.0000000
#> [3,] 0.0000000
#> [4,] 0.0000000
#> [5,] 0.0000000
#> [6,] 0.0000000
#> [7,] 0.0000000
#> [8,] 0.0000000
#> [9,] 0.0000000
#> [10,] 0.0000000
#> [11,] 0.0000000
#> [12,] 0.0000000
#> [13,] 0.0000000
#> [14,] 0.0000000
#> [15,] 0.0000000
#> [16,] 0.0000000
#> [17,] 0.0000000
#> [18,] 0.0000000
#> [19,] 0.0000000
#> [20,] 0.0000000
#> [21,] 0.0000000
#> [22,] 1.1759022
#> [23,] 0.0000000
#> [24,] 0.0000000
#> [25,] 0.0000000
#> [26,] 0.0000000
#> [27,] 0.0000000
#> [28,] 0.0000000
#> [29,] 0.0000000
#> [30,] 0.0000000
#> [31,] 0.0000000
#> [32,] 0.0000000
#> [33,] 0.0000000
#> [34,] 83.8139683
#> [35,] 0.0000000
#> [36,] 0.0000000
#> [37,] 0.0000000
#> [38,] 0.0000000
#> [39,] 0.0000000
#> [40,] 0.0000000
#> [41,] 0.0000000
#> [42,] 1.2818711
#> [43,] 0.0000000
#> [44,] 0.0000000
#> [45,] 0.0000000
#> [46,] 0.0000000
#> [47,] 0.0000000
#> [48,] 0.0000000
#> [49,] 0.0000000
#> [50,] 0.0000000
#> [51,] 0.0000000
#> [52,] 0.0000000
#> [53,] 0.0000000
#> [54,] 0.0000000
#> [55,] 0.0000000
#> [56,] 0.0000000
#> [57,] 0.0000000
#> [58,] 0.0000000
#> [59,] 0.0000000
#> [60,] 0.4546966
#> [61,] 0.0000000
#> [62,] 0.0000000
#> [63,] 0.0000000
#> [64,] 0.0000000
#> [65,] 0.0000000
#> [66,] 0.0000000
#> [67,] 0.0000000
#> [68,] 0.0000000
#> [69,] 0.0000000
#> [70,] 0.0000000
#> [71,] 0.0000000
#> [72,] 0.0000000
#> [73,] 0.0000000
#> [74,] 0.0000000
#> [75,] 0.0000000
#> [76,] 0.0000000
#> [77,] 0.0000000
#> [78,] 0.0000000
#> [79,] 0.0000000
#> [80,] 0.0000000
#> [81,] 0.0000000
#> [82,] 0.0000000
#> [83,] 0.0000000
#> [84,] 0.0000000
#> [85,] 0.0000000
#> [86,] 0.0000000
#> [87,] 0.0000000
#> [88,] 0.0000000
#> [89,] 0.0000000
#> [90,] 0.0000000
#> [91,] 0.0000000
#> [92,] 0.0000000
#> [93,] 0.0000000
#> [94,] 0.0000000
#> [95,] 0.0000000
#> [96,] 0.0000000
#> [97,] 0.0000000
#> [98,] 0.0000000
#> [99,] 0.0000000
#> [100,] 0.0000000
#> [101,] 0.0000000
#> [102,] 0.0000000
#> [103,] 0.0000000
#> [104,] 0.0000000
#> [105,] 0.0000000
#> [106,] 0.0000000
#> [107,] 0.0000000
#> [108,] 0.0000000
#> [109,] 0.0000000
#> [110,] 0.0000000
#> [111,] 0.0000000
#> [112,] 0.0000000
#> [113,] 0.0000000
#> [114,] 0.0000000
#> [115,] 0.0000000
#> [116,] 0.0000000
#> [117,] 0.0000000
#> [118,] 0.0000000
#> [119,] 0.0000000
#> [120,] 0.0000000
#> [121,] 0.0000000
#> [122,] 0.0000000
#> [123,] 0.0000000
#> [124,] 0.0000000
#> [125,] 0.0000000
#> [126,] 9.7358126
#> [127,] 0.0000000
#> [128,] 0.0000000
#> [129,] 0.0000000
#> [130,] 0.0000000
#> [131,] 0.0000000
#> [132,] 0.0000000
#> [133,] 0.0000000
#> [134,] 0.0000000
#> [135,] 0.0000000
#> [136,] 0.0000000
#> [137,] 15.7677938
#> [138,] 0.0000000
#> [139,] 0.0000000
#> [140,] 0.0000000
#> [141,] 0.0000000
#> [142,] 0.0000000
#> [143,] 0.0000000
#> [144,] 0.0000000
#> [145,] 0.0000000
#> [146,] 0.0000000
#> [147,] 0.0000000
#> [148,] 0.0000000
#> [149,] 0.0000000
#> [150,] 0.0000000
#> [151,] 0.0000000
#> [152,] 0.0000000
#> [153,] 74.1329263
#> [154,] 0.0000000
#> [155,] 0.0000000
#> [156,] 0.0000000
#> [157,] 0.8802692
#> [158,] 0.0000000
#> [159,] 0.0000000
#> [160,] 0.0000000
#> [161,] 0.0000000
#> [162,] 0.0000000
#> [163,] 0.0000000
#> [164,] 3.0262089
#> [165,] 0.0000000
#> [166,] 0.0000000
#> [167,] 0.0000000
#> [168,] 0.0000000
#> [169,] 0.0000000
#> [170,] 0.0000000
#> [171,] 0.0000000
#> [172,] 0.0000000
#> [173,] 0.0000000
#> [174,] 0.0000000
#> [175,] 0.0000000
#> [176,] 0.0000000
#> [177,] 0.0000000
#> [178,] 0.0000000
#> [179,] 0.0000000
#> [180,] 12.8101585
#> [181,] 0.0000000
#> [182,] 1.6467669
#> [183,] 0.0000000
#> [184,] 0.0000000
#> [185,] 0.0000000
#> [186,] 0.0000000
#> [187,] 0.0000000
#> [188,] 0.0000000
#> [189,] 0.0000000
#> [190,] 0.0000000
#> [191,] 2.0565355
#> [192,] 0.0000000
#> [193,] 0.0000000
#> [194,] 3.9979103
#> [195,] 0.9487545
#> [196,] 0.0000000
#> [197,] 0.0000000
#> [198,] 0.0000000
#> [199,] 0.0000000
#> [200,] 0.0000000
#> [201,] 0.0000000
#> [202,] 0.0000000
#> [203,] 0.0000000
#> [204,] 0.0000000
#> [205,] 0.0000000
#> [206,] 0.0000000
#> [207,] 0.0000000
#> [208,] 0.0000000
#> [209,] 3.3117826
#> [210,] 0.0000000
#> [211,] 0.0000000
#> [212,] 0.0000000
#> [213,] 0.0000000
#> [214,] 0.0000000
#> [215,] 0.0000000
#> [216,] 0.0000000
#> [217,] 0.0000000
#> [218,] 0.0000000
#> [219,] 0.0000000
#> [220,] 0.0000000
#> [221,] 0.0000000
#> [222,] 0.0000000
#> [223,] 0.0000000
#> [224,] 0.0000000
#> [225,] 0.0000000
#> [226,] 0.0000000
#> [227,] 0.0000000
#> [228,] 0.0000000
#> [229,] 0.0000000
#> [230,] 0.0000000
#> [231,] 0.0000000
#> [232,] 0.0000000
#> [233,] 0.0000000
#> [234,] 0.0000000
#> [235,] 12.9189016
#> [236,] 0.0000000
#> [237,] 0.0000000
#> [238,] 0.0000000
#> [239,] 0.0000000
#> [240,] 0.0000000
#> [241,] 0.0000000
#> [242,] 0.0000000
#> [243,] 0.0000000
#> [244,] 11.4342428
#> [245,] 0.0000000
#> [246,] 0.0000000
#> [247,] 0.0000000
#> [248,] 0.0000000
#> [249,] 0.0000000
#> [250,] 0.0000000
#> [251,] 0.0000000
#> [252,] 0.0000000
#> [253,] 0.0000000
#> [254,] 0.0000000
#> [255,] 0.0000000
#> [256,] 1.6598073
#> [257,] 0.0000000
#> [258,] 0.0000000
#> [259,] 0.0000000
#> [260,] 0.0000000
#> [261,] 0.0000000
#> [262,] 0.0000000
#> [263,] 0.0000000
#> [264,] 0.0000000
#> [265,] 1.3330265
#> [266,] 0.0000000
#> [267,] 0.0000000
#> [268,] 0.0000000
#> [269,] 0.0000000
#> [270,] 0.0000000
#> [271,] 0.0000000
#> [272,] 0.0000000
#> [273,] 0.0000000
#> [274,] 0.0000000
#> [275,] 0.0000000
#> [276,] 0.0000000
#> [277,] 0.0000000
#> [278,] 0.0000000
#> [279,] 0.0000000
#> [280,] 1.4380273
#> [281,] 0.0000000
#> [282,] 0.0000000
#> [283,] 0.0000000
#> [284,] 0.0000000
#> [285,] 0.0000000
#> [286,] 0.0000000
#> [287,] 0.0000000
#> [288,] 0.0000000
#> [289,] 0.0000000
#> [290,] 0.0000000
#> [291,] 0.0000000
#> [292,] 0.0000000
#> [293,] 0.0000000
#> [294,] 0.0000000
#> [295,] 0.0000000
#> [296,] 0.0000000
#> [297,] 0.0000000
#> [298,] 0.0000000
#> [299,] 0.0000000
#> [300,] 0.0000000
#> [301,] 0.0000000
#> [302,] 0.0000000
#> [303,] 0.0000000
#> [304,] 0.0000000
#> [305,] 0.0000000
#> [306,] 0.0000000
#> [307,] 0.0000000
#> [308,] 0.0000000
#> [309,] 0.0000000
#> [310,] 0.0000000
#> [311,] 0.0000000
#> [312,] 0.0000000
#> [313,] 0.0000000
#> [314,] 0.0000000
#> [315,] 0.0000000
#> [316,] 0.0000000
#> [317,] 0.0000000
#> [318,] 0.0000000
#> [319,] 0.0000000
#> [320,] 0.0000000
#> [321,] 0.0000000
#> [322,] 0.0000000
#> [323,] 0.0000000
#> [324,] 0.0000000
#> [325,] 4.3527854
#> [326,] 0.0000000
#> [327,] 0.0000000
#> [328,] 0.0000000
#> [329,] 0.0000000
#> [330,] 0.0000000
#> [331,] 0.4974811
#> [332,] 0.0000000
#> [333,] 0.0000000
#> [334,] 0.0000000
#> [335,] 0.0000000
#> [336,] 0.0000000
#> [337,] 0.0000000
#> [338,] 0.0000000
#> [339,] 8.7297636
#> [340,] 0.0000000
#> [341,] 0.0000000
#> [342,] 0.0000000
#> [343,] 0.0000000
#> [344,] 0.0000000
#> [345,] 0.0000000
#> [346,] 0.0000000
#> [347,] 0.0000000
#> [348,] 0.0000000
#> [349,] 0.0000000
#> [350,] 30.3730070
#> [351,] 0.0000000
#> [352,] 0.0000000
#> [353,] 0.0000000
#> [354,] 0.0000000
#> [355,] 0.0000000
#> [356,] 0.0000000
#> [357,] 0.0000000
#> [358,] 0.0000000
#> [359,] 0.0000000
#> [360,] 0.0000000
#> [361,] 0.0000000
#> [362,] 0.0000000
#> [363,] 0.0000000
#> [364,] 0.0000000
#> [365,] 0.0000000
#> [366,] 12.9453738
#> [367,] 0.0000000
#> [368,] 0.0000000
#> [369,] 0.0000000
#> [370,] 0.0000000
#> [371,] 0.0000000
#> [372,] 0.0000000
#> [373,] 0.0000000
#> [374,] 0.0000000
#> [375,] 1.1111255
#> [376,] 0.0000000
#> [377,] 0.0000000
#> [378,] 0.0000000
#> [379,] 0.0000000
#> [380,] 0.0000000
#> [381,] 0.0000000
#> [382,] 0.0000000
#> [383,] 0.0000000
#> [384,] 0.0000000
#> [385,] 18.2508031
#> [386,] 0.0000000
#> [387,] 0.0000000
#> [388,] 0.0000000
#> [389,] 0.0000000
#> [390,] 0.0000000
#> [391,] 0.0000000
#> [392,] 0.0000000
#> [393,] 0.0000000
#> [394,] 0.0000000
#> [395,] 0.0000000
#> [396,] 0.0000000
#> [397,] 0.0000000
#> [398,] 0.0000000
#> [399,] 0.0000000
#> [400,] 0.0000000
#> [401,] 0.0000000
#> [402,] 0.0000000
#> [403,] 0.0000000
#> [404,] 0.0000000
#> [405,] 0.6272606
#> [406,] 0.0000000
#> [407,] 0.0000000
#> [408,] 0.0000000
#> [409,] 0.0000000
#> [410,] 0.0000000
#> [411,] 0.0000000
#> [412,] 0.0000000
#> [413,] 0.0000000
#> [414,] 0.0000000
#> [415,] 0.0000000
#> [416,] 0.0000000
#> [417,] 0.0000000
#> [418,] 0.0000000
#> [419,] 0.0000000
#> [420,] 0.0000000
#> [421,] 0.0000000
#> [422,] 0.0000000
#> [423,] 0.0000000
#> [424,] 0.0000000
#> [425,] 0.0000000
#> [426,] 0.0000000
#> [427,] 0.0000000
#> [428,] 0.0000000
#> [429,] 0.0000000
#> [430,] 0.0000000
#> [431,] 0.0000000
#> [432,] 0.0000000
#> [433,] 0.0000000
#> [434,] 0.0000000
#> [435,] 0.0000000
#> [436,] 0.0000000
#> [437,] 0.0000000
#> [438,] 0.0000000
#> [439,] 0.0000000
#> [440,] 13.1165448
#> [441,] 0.0000000
#> [442,] 0.0000000
#> [443,] 0.0000000
#> [444,] 0.0000000
#> [445,] 0.0000000
#> [446,] 0.0000000
#> [447,] 2.6460431
#> [448,] 48.4980529
#> [449,] 22.0193453
#> [450,] 1.5136969
#> [451,] 0.0000000
#> [452,] 0.0000000
#> [453,] 0.0000000
#> [454,] 0.0000000
#> [455,] 0.0000000
#> [456,] 0.0000000
#> [457,] 0.0000000
#> [458,] 0.0000000
#> [459,] 1.0735313
#> [460,] 0.0000000
#> [461,] 0.0000000
#> [462,] 0.0000000
#> [463,] 0.0000000
#> [464,] 1.8502229
#> [465,] 0.0000000
#> [466,] 0.0000000
#> [467,] 0.0000000
#> [468,] 0.0000000
#> [469,] 0.0000000
#> [470,] 0.0000000
#> [471,] 0.0000000
#> [472,] 0.0000000
#> [473,] 0.0000000
#> [474,] 0.0000000
#> [475,] 0.0000000
#> [476,] 0.0000000
#> [477,] 0.0000000
#> [478,] 0.0000000
#> [479,] 0.0000000
#> [480,] 0.0000000
#> [481,] 0.0000000
#> [482,] 0.0000000
#> [483,] 0.0000000
#> [484,] 0.0000000
#> [485,] 0.0000000
#> [486,] 0.0000000
#> [487,] 0.0000000
#> [488,] 0.0000000
#> [489,] 0.0000000
#> [490,] 0.0000000
#> [491,] 0.0000000
#> [492,] 0.0000000
#> [493,] 0.0000000
#> [494,] 0.0000000
#> [495,] 0.0000000
#> [496,] 0.0000000
#> [497,] 0.0000000
#> [498,] 0.0000000
#> [499,] 0.0000000
#> [500,] 0.0000000
#> [501,] 0.0000000
#> [502,] 0.0000000
#> [503,] 0.0000000
#> [504,] 0.0000000
#> [505,] 1.3526107
#> [506,] 0.0000000
#> [507,] 4.8793852
#> [508,] 0.0000000
#> [509,] 0.0000000
#> [510,] 0.0000000
#> [511,] 0.0000000
#> [512,] 0.0000000
#> [513,] 0.0000000
#> [514,] 0.0000000
#> [515,] 0.0000000
#> [516,] 0.0000000
#> [517,] 0.0000000
#> [518,] 0.0000000
#> [519,] 0.0000000
#> [520,] 0.0000000
#> [521,] 0.0000000
#> [522,] 0.0000000
#> [523,] 0.0000000
#> [524,] 0.0000000
#> [525,] 0.0000000
#> [526,] 0.0000000
#> [527,] 0.0000000
#> [528,] 0.0000000
#> [529,] 3.6859543
#> [530,] 0.0000000
#> [531,] 103.9906886
#> [532,] 0.0000000
#> [533,] 0.0000000
#> [534,] 0.0000000
#> [535,] 0.0000000
#> [536,] 0.0000000
#> [537,] 0.0000000
#> [538,] 0.0000000
#> [539,] 0.0000000
#> [540,] 0.0000000
#> [541,] 0.0000000
#> [542,] 0.0000000
#> [543,] 0.0000000
#> [544,] 0.0000000
#> [545,] 0.0000000
#> [546,] 0.0000000
#> [547,] 0.0000000
#> [548,] 0.0000000
#> [549,] 0.0000000
#> [550,] 3.9588693
#> [551,] 13.9288968
#> [552,] 0.0000000
#> [553,] 0.0000000
#> [554,] 0.0000000
#> [555,] 0.0000000
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#> [9335,] 0.0000000
#> [9336,] 0.0000000
#> [9337,] 0.0000000
#> [9338,] 0.0000000
#> [9339,] 0.0000000
#> [9340,] 0.0000000
#> [9341,] 0.0000000
#> [9342,] 0.0000000
#> [9343,] 0.0000000
#> [9344,] 0.0000000
#> [9345,] 0.0000000
#> [9346,] 0.0000000
#> [9347,] 2.2175477
#> [9348,] 0.0000000
#> [9349,] 0.0000000
#> [9350,] 0.0000000
#> [9351,] 0.0000000
#> [9352,] 0.0000000
#> [9353,] 0.0000000
#> [9354,] 0.0000000
#> [9355,] 0.0000000
#> [9356,] 0.0000000
#> [9357,] 0.0000000
#> [9358,] 0.0000000
#> [9359,] 0.0000000
#> [9360,] 0.0000000
#> [9361,] 0.0000000
#> [9362,] 0.0000000
#> [9363,] 0.0000000
#> [9364,] 0.0000000
#> [9365,] 0.0000000
#> [9366,] 0.0000000
#> [9367,] 0.0000000
#> [9368,] 0.0000000
#> [9369,] 0.0000000
#> [9370,] 0.0000000
#> [9371,] 0.0000000
#> [9372,] 0.0000000
#> [9373,] 0.0000000
#> [9374,] 0.0000000
#> [9375,] 0.0000000
#> [9376,] 0.0000000
#> [9377,] 0.0000000
#> [9378,] 0.0000000
#> [9379,] 0.0000000
#> [9380,] 0.0000000
#> [9381,] 0.0000000
#> [9382,] 0.0000000
#> [9383,] 0.0000000
#> [9384,] 0.0000000
#> [9385,] 0.0000000
#> [9386,] 0.0000000
#> [9387,] 0.0000000
#> [9388,] 0.0000000
#> [9389,] 0.0000000
#> [9390,] 2.8913945
#> [9391,] 0.4629180
#> [9392,] 0.0000000
#> [9393,] 0.0000000
#> [9394,] 0.0000000
#> [9395,] 0.0000000
#> [9396,] 0.0000000
#> [9397,] 0.0000000
#> [9398,] 0.0000000
#> [9399,] 0.0000000
#> [9400,] 0.0000000
#> [9401,] 0.0000000
#> [9402,] 0.0000000
#> [9403,] 0.0000000
#> [9404,] 0.0000000
#> [9405,] 0.0000000
#> [9406,] 0.0000000
#> [9407,] 0.0000000
#> [9408,] 0.0000000
#> [9409,] 0.0000000
#> [9410,] 0.0000000
#> [9411,] 0.0000000
#> [9412,] 0.0000000
#> [9413,] 0.0000000
#> [9414,] 0.0000000
#> [9415,] 0.0000000
#> [9416,] 0.0000000
#> [9417,] 0.0000000
#> [9418,] 0.0000000
#> [9419,] 0.0000000
#> [9420,] 0.0000000
#> [9421,] 0.0000000
#> [9422,] 0.0000000
#> [9423,] 0.0000000
#> [9424,] 0.0000000
#> [9425,] 0.0000000
#> [9426,] 0.0000000
#> [9427,] 0.0000000
#> [9428,] 0.0000000
#> [9429,] 2.1575750
#> [9430,] 0.0000000
#> [9431,] 0.0000000
#> [9432,] 0.0000000
#> [9433,] 0.0000000
#> [9434,] 0.0000000
#> [9435,] 0.0000000
#> [9436,] 0.0000000
#> [9437,] 0.0000000
#> [9438,] 0.0000000
#> [9439,] 0.0000000
#> [9440,] 0.0000000
#> [9441,] 0.0000000
#> [9442,] 0.0000000
#> [9443,] 0.0000000
#> [9444,] 0.0000000
#> [9445,] 0.0000000
#> [9446,] 0.0000000
#> [9447,] 0.0000000
#> [9448,] 0.0000000
#> [9449,] 0.0000000
#> [9450,] 0.0000000
#> [9451,] 0.0000000
#> [9452,] 0.0000000
#> [9453,] 0.0000000
#> [9454,] 0.0000000
#> [9455,] 0.0000000
#> [9456,] 0.0000000
#> [9457,] 0.0000000
#> [9458,] 0.0000000
#> [9459,] 0.0000000
#> [9460,] 0.0000000
#> [9461,] 0.0000000
#> [9462,] 0.0000000
#> [9463,] 0.0000000
#> [9464,] 0.0000000
#> [9465,] 0.0000000
#> [9466,] 0.0000000
#> [9467,] 0.0000000
#> [9468,] 0.0000000
#> [9469,] 0.0000000
#> [9470,] 0.0000000
#> [9471,] 0.0000000
#> [9472,] 0.0000000
#> [9473,] 2.4190407
#> [9474,] 0.0000000
#> [9475,] 0.0000000
#> [9476,] 0.0000000
#> [9477,] 2.8035462
#> [9478,] 0.0000000
#> [9479,] 0.0000000
#> [9480,] 0.0000000
#> [9481,] 0.0000000
#> [9482,] 0.0000000
#> [9483,] 0.0000000
#> [9484,] 0.0000000
#> [9485,] 0.0000000
#> [9486,] 0.0000000
#> [9487,] 0.0000000
#> [9488,] 0.0000000
#> [9489,] 0.0000000
#> [9490,] 0.0000000
#> [9491,] 0.0000000
#> [9492,] 0.0000000
#> [9493,] 0.0000000
#> [9494,] 0.0000000
#> [9495,] 0.0000000
#> [9496,] 0.0000000
#> [9497,] 0.0000000
#> [9498,] 0.0000000
#> [9499,] 0.0000000
#> [9500,] 0.0000000
#> [9501,] 0.0000000
#> [9502,] 0.0000000
#> [9503,] 0.0000000
#> [9504,] 0.0000000
#> [9505,] 0.0000000
#> [9506,] 2.8807924
#> [9507,] 0.0000000
#> [9508,] 0.0000000
#> [9509,] 0.0000000
#> [9510,] 0.0000000
#> [9511,] 0.0000000
#> [9512,] 0.0000000
#> [9513,] 0.0000000
#> [9514,] 0.0000000
#> [9515,] 0.0000000
#> [9516,] 0.0000000
#> [9517,] 0.3572684
#> [9518,] 0.0000000
#> [9519,] 0.0000000
#> [9520,] 0.0000000
#> [9521,] 0.0000000
#> [9522,] 0.0000000
#> [9523,] 0.0000000
#> [9524,] 0.0000000
#> [9525,] 32.8910406
#> [9526,] 0.0000000
#> [9527,] 0.0000000
#> [9528,] 0.0000000
#> [9529,] 0.0000000
#> [9530,] 0.0000000
#> [9531,] 0.0000000
#> [9532,] 0.0000000
#> [9533,] 0.0000000
#> [9534,] 0.0000000
#> [9535,] 0.0000000
#> [9536,] 0.0000000
#> [9537,] 0.0000000
#> [9538,] 10.0864483
#> [9539,] 0.0000000
#> [9540,] 0.0000000
#> [9541,] 0.0000000
#> [9542,] 0.0000000
#> [9543,] 63.4980163
#> [9544,] 0.0000000
#> [9545,] 0.0000000
#> [9546,] 1.6810190
#> [9547,] 0.6510756
#> [9548,] 0.0000000
#> [9549,] 0.0000000
#> [9550,] 0.0000000
#> [9551,] 0.0000000
#> [9552,] 0.0000000
#> [9553,] 0.0000000
#> [9554,] 0.0000000
#> [9555,] 0.0000000
#> [9556,] 0.0000000
#> [9557,] 0.0000000
#> [9558,] 0.0000000
#> [9559,] 0.0000000
#> [9560,] 0.0000000
#> [9561,] 0.0000000
#> [9562,] 0.0000000
#> [9563,] 0.0000000
#> [9564,] 0.0000000
#> [9565,] 0.0000000
#> [9566,] 0.0000000
#> [9567,] 0.0000000
#> [9568,] 0.0000000
#> [9569,] 0.0000000
#> [9570,] 0.0000000
#> [9571,] 0.0000000
#> [9572,] 0.0000000
#> [9573,] 0.0000000
#> [9574,] 0.0000000
#> [9575,] 1.8181733
#> [9576,] 0.0000000
#> [9577,] 0.0000000
#> [9578,] 0.0000000
#> [9579,] 0.0000000
#> [9580,] 0.0000000
#> [9581,] 0.0000000
#> [9582,] 0.0000000
#> [9583,] 0.0000000
#> [9584,] 108.1906328
#> [9585,] 0.0000000
#> [9586,] 0.0000000
#> [9587,] 0.0000000
#> [9588,] 2.1938374
#> [9589,] 2.1120825
#> [9590,] 0.0000000
#> [9591,] 0.0000000
#> [9592,] 0.0000000
#> [9593,] 0.0000000
#> [9594,] 0.0000000
#> [9595,] 0.0000000
#> [9596,] 0.0000000
#> [9597,] 0.0000000
#> [9598,] 0.0000000
#> [9599,] 0.0000000
#> [9600,] 0.0000000
#> [9601,] 0.0000000
#> [9602,] 0.0000000
#> [9603,] 0.0000000
#> [9604,] 0.0000000
#> [9605,] 0.0000000
#> [9606,] 0.0000000
#> [9607,] 10.3254143
#> [9608,] 0.0000000
#> [9609,] 0.0000000
#> [9610,] 0.0000000
#> [9611,] 0.0000000
#> [9612,] 0.0000000
#> [9613,] 0.0000000
#> [9614,] 0.0000000
#> [9615,] 0.0000000
#> [9616,] 0.0000000
#> [9617,] 0.0000000
#> [9618,] 0.0000000
#> [9619,] 0.0000000
#> [9620,] 0.0000000
#> [9621,] 0.0000000
#> [9622,] 0.0000000
#> [9623,] 0.0000000
#> [9624,] 0.0000000
#> [9625,] 0.0000000
#> [9626,] 0.0000000
#> [9627,] 0.0000000
#> [9628,] 0.0000000
#> [9629,] 0.0000000
#> [9630,] 0.0000000
#> [9631,] 0.0000000
#> [9632,] 0.0000000
#> [9633,] 0.0000000
#> [9634,] 0.0000000
#> [9635,] 0.0000000
#> [9636,] 0.0000000
#> [9637,] 0.0000000
#> [9638,] 0.0000000
#> [9639,] 0.0000000
#> [9640,] 0.0000000
#> [9641,] 0.0000000
#> [9642,] 0.0000000
#> [9643,] 0.0000000
#> [9644,] 0.0000000
#> [9645,] 0.0000000
#> [9646,] 0.0000000
#> [9647,] 0.0000000
#> [9648,] 0.0000000
#> [9649,] 0.0000000
#> [9650,] 0.0000000
#> [9651,] 1.6579488
#> [9652,] 0.0000000
#> [9653,] 0.0000000
#> [9654,] 0.0000000
#> [9655,] 0.0000000
#> [9656,] 0.0000000
#> [9657,] 0.0000000
#> [9658,] 0.0000000
#> [9659,] 6.6745239
#> [9660,] 0.0000000
#> [9661,] 0.0000000
#> [9662,] 0.0000000
#> [9663,] 0.0000000
#> [9664,] 0.9301643
#> [9665,] 0.0000000
#> [9666,] 0.0000000
#> [9667,] 0.0000000
#> [9668,] 0.0000000
#> [9669,] 0.0000000
#> [9670,] 0.0000000
#> [9671,] 0.0000000
#> [9672,] 0.0000000
#> [9673,] 1.7778116
#> [9674,] 0.0000000
#> [9675,] 0.0000000
#> [9676,] 0.0000000
#> [9677,] 0.0000000
#> [9678,] 0.0000000
#> [9679,] 0.0000000
#> [9680,] 0.0000000
#> [9681,] 0.0000000
#> [9682,] 0.0000000
#> [9683,] 0.0000000
#> [9684,] 0.0000000
#> [9685,] 0.0000000
#> [9686,] 0.0000000
#> [9687,] 0.0000000
#> [9688,] 0.0000000
#> [9689,] 0.0000000
#> [9690,] 0.0000000
#> [9691,] 0.0000000
#> [9692,] 0.0000000
#> [9693,] 0.0000000
#> [9694,] 0.0000000
#> [9695,] 0.0000000
#> [9696,] 0.0000000
#> [9697,] 0.0000000
#> [9698,] 0.0000000
#> [9699,] 0.0000000
#> [9700,] 0.0000000
#> [9701,] 0.0000000
#> [9702,] 0.0000000
#> [9703,] 0.0000000
#> [9704,] 0.0000000
#> [9705,] 0.0000000
#> [9706,] 5.1512828
#> [9707,] 0.0000000
#> [9708,] 0.0000000
#> [9709,] 0.0000000
#> [9710,] 0.0000000
#> [9711,] 0.0000000
#> [9712,] 0.0000000
#> [9713,] 0.0000000
#> [9714,] 0.0000000
#> [9715,] 0.0000000
#> [9716,] 0.0000000
#> [9717,] 0.0000000
#> [9718,] 0.0000000
#> [9719,] 0.0000000
#> [9720,] 1.1817852
#> [9721,] 0.0000000
#> [9722,] 0.0000000
#> [9723,] 0.0000000
#> [9724,] 0.0000000
#> [9725,] 0.0000000
#> [9726,] 0.6538851
#> [9727,] 0.0000000
#> [9728,] 0.0000000
#> [9729,] 8.4375258
#> [9730,] 0.0000000
#> [9731,] 0.0000000
#> [9732,] 0.0000000
#> [9733,] 0.0000000
#> [9734,] 0.0000000
#> [9735,] 1.9228827
#> [9736,] 0.0000000
#> [9737,] 0.0000000
#> [9738,] 0.0000000
#> [9739,] 0.0000000
#> [9740,] 0.0000000
#> [9741,] 0.0000000
#> [9742,] 0.0000000
#> [9743,] 0.0000000
#> [9744,] 3.2464231
#> [9745,] 0.0000000
#> [9746,] 0.0000000
#> [9747,] 0.0000000
#> [9748,] 0.0000000
#> [9749,] 0.0000000
#> [9750,] 0.0000000
#> [9751,] 0.0000000
#> [9752,] 0.0000000
#> [9753,] 0.0000000
#> [9754,] 0.0000000
#> [9755,] 0.0000000
#> [9756,] 0.0000000
#> [9757,] 0.0000000
#> [9758,] 0.0000000
#> [9759,] 0.0000000
#> [9760,] 0.0000000
#> [9761,] 3.8779427
#> [9762,] 0.0000000
#> [9763,] 0.0000000
#> [9764,] 0.0000000
#> [9765,] 0.0000000
#> [9766,] 0.0000000
#> [9767,] 0.0000000
#> [9768,] 0.0000000
#> [9769,] 1.2512951
#> [9770,] 0.0000000
#> [9771,] 0.0000000
#> [9772,] 0.0000000
#> [9773,] 0.0000000
#> [9774,] 0.0000000
#> [9775,] 0.0000000
#> [9776,] 0.0000000
#> [9777,] 0.0000000
#> [9778,] 0.0000000
#> [9779,] 0.0000000
#> [9780,] 0.0000000
#> [9781,] 2.0692475
#> [9782,] 0.0000000
#> [9783,] 0.0000000
#> [9784,] 0.0000000
#> [9785,] 0.0000000
#> [9786,] 0.0000000
#> [9787,] 0.0000000
#> [9788,] 5.2215344
#> [9789,] 0.0000000
#> [9790,] 0.0000000
#> [9791,] 0.0000000
#> [9792,] 0.0000000
#> [9793,] 0.0000000
#> [9794,] 0.0000000
#> [9795,] 0.0000000
#> [9796,] 0.0000000
#> [9797,] 0.0000000
#> [9798,] 0.0000000
#> [9799,] 0.0000000
#> [9800,] 0.0000000
#> [9801,] 0.0000000
#> [9802,] 0.0000000
#> [9803,] 0.0000000
#> [9804,] 0.0000000
#> [9805,] 0.0000000
#> [9806,] 0.0000000
#> [9807,] 0.0000000
#> [9808,] 0.0000000
#> [9809,] 0.0000000
#> [9810,] 0.0000000
#> [9811,] 0.0000000
#> [9812,] 64.1724348
#> [9813,] 0.0000000
#> [9814,] 0.0000000
#> [9815,] 0.0000000
#> [9816,] 0.0000000
#> [9817,] 16.1153943
#> [9818,] 0.0000000
#> [9819,] 0.0000000
#> [9820,] 0.0000000
#> [9821,] 0.0000000
#> [9822,] 2.5119437
#> [9823,] 0.0000000
#> [9824,] 0.0000000
#> [9825,] 0.0000000
#> [9826,] 0.0000000
#> [9827,] 0.0000000
#> [9828,] 0.0000000
#> [9829,] 0.0000000
#> [9830,] 0.0000000
#> [9831,] 0.0000000
#> [9832,] 0.0000000
#> [9833,] 0.0000000
#> [9834,] 0.0000000
#> [9835,] 0.0000000
#> [9836,] 0.0000000
#> [9837,] 0.0000000
#> [9838,] 0.0000000
#> [9839,] 0.0000000
#> [9840,] 0.0000000
#> [9841,] 0.0000000
#> [9842,] 0.0000000
#> [9843,] 0.0000000
#> [9844,] 0.0000000
#> [9845,] 0.0000000
#> [9846,] 0.6042919
#> [9847,] 0.0000000
#> [9848,] 0.0000000
#> [9849,] 0.0000000
#> [9850,] 0.0000000
#> [9851,] 0.0000000
#> [9852,] 0.0000000
#> [9853,] 8.5613206
#> [9854,] 0.0000000
#> [9855,] 0.0000000
#> [9856,] 0.0000000
#> [9857,] 0.0000000
#> [9858,] 0.0000000
#> [9859,] 2.1802402
#> [9860,] 0.0000000
#> [9861,] 0.0000000
#> [9862,] 0.0000000
#> [9863,] 0.0000000
#> [9864,] 0.0000000
#> [9865,] 0.0000000
#> [9866,] 0.0000000
#> [9867,] 0.0000000
#> [9868,] 2.3781096
#> [9869,] 0.0000000
#> [9870,] 0.0000000
#> [9871,] 0.0000000
#> [9872,] 0.0000000
#> [9873,] 0.8401819
#> [9874,] 0.0000000
#> [9875,] 0.0000000
#> [9876,] 0.0000000
#> [9877,] 0.0000000
#> [9878,] 0.0000000
#> [9879,] 0.0000000
#> [9880,] 0.0000000
#> [9881,] 0.0000000
#> [9882,] 0.0000000
#> [9883,] 0.0000000
#> [9884,] 0.0000000
#> [9885,] 0.0000000
#> [9886,] 0.0000000
#> [9887,] 0.0000000
#> [9888,] 0.0000000
#> [9889,] 0.0000000
#> [9890,] 0.0000000
#> [9891,] 3.6551937
#> [9892,] 0.0000000
#> [9893,] 0.0000000
#> [9894,] 0.0000000
#> [9895,] 0.0000000
#> [9896,] 0.0000000
#> [9897,] 0.0000000
#> [9898,] 0.0000000
#> [9899,] 1.4607626
#> [9900,] 0.0000000
#> [9901,] 0.0000000
#> [9902,] 0.0000000
#> [9903,] 0.0000000
#> [9904,] 0.0000000
#> [9905,] 0.0000000
#> [9906,] 0.0000000
#> [9907,] 0.0000000
#> [9908,] 0.0000000
#> [9909,] 0.0000000
#> [9910,] 0.0000000
#> [9911,] 0.0000000
#> [9912,] 0.0000000
#> [9913,] 0.0000000
#> [9914,] 0.0000000
#> [9915,] 0.0000000
#> [9916,] 0.0000000
#> [9917,] 0.0000000
#> [9918,] 0.0000000
#> [9919,] 0.0000000
#> [9920,] 0.0000000
#> [9921,] 0.0000000
#> [9922,] 0.0000000
#> [9923,] 0.0000000
#> [9924,] 0.0000000
#> [9925,] 0.0000000
#> [9926,] 0.0000000
#> [9927,] 0.0000000
#> [9928,] 1.5158696
#> [9929,] 0.0000000
#> [9930,] 0.0000000
#> [9931,] 0.0000000
#> [9932,] 0.0000000
#> [9933,] 0.0000000
#> [9934,] 0.0000000
#> [9935,] 0.0000000
#> [9936,] 0.0000000
#> [9937,] 0.0000000
#> [9938,] 0.0000000
#> [9939,] 0.0000000
#> [9940,] 0.0000000
#> [9941,] 0.0000000
#> [9942,] 0.0000000
#> [9943,] 0.0000000
#> [9944,] 0.0000000
#> [9945,] 0.0000000
#> [9946,] 0.0000000
#> [9947,] 0.0000000
#> [9948,] 0.0000000
#> [9949,] 0.0000000
#> [9950,] 0.0000000
#> [9951,] 0.0000000
#> [9952,] 0.0000000
#> [9953,] 0.0000000
#> [9954,] 0.0000000
#> [9955,] 0.0000000
#> [9956,] 0.0000000
#> [9957,] 0.0000000
#> [9958,] 0.0000000
#> [9959,] 0.0000000
#> [9960,] 225.5894960
#> [9961,] 0.0000000
#> [9962,] 0.0000000
#> [9963,] 0.0000000
#> [9964,] 0.0000000
#> [9965,] 0.0000000
#> [9966,] 0.0000000
#> [9967,] 0.0000000
#> [9968,] 0.0000000
#> [9969,] 0.0000000
#> [9970,] 0.0000000
#> [9971,] 0.0000000
#> [9972,] 0.0000000
#> [9973,] 0.0000000
#> [9974,] 0.0000000
#> [9975,] 0.0000000
#> [9976,] 17.3815024
#> [9977,] 0.0000000
#> [9978,] 0.0000000
#> [9979,] 0.0000000
#> [9980,] 18.8685915
#> [9981,] 0.0000000
#> [9982,] 0.0000000
#> [9983,] 3.1310287
#> [9984,] 0.0000000
#> [9985,] 0.0000000
#> [9986,] 0.0000000
#> [9987,] 0.0000000
#> [9988,] 0.0000000
#> [9989,] 0.0000000
#> [9990,] 0.0000000
#> [9991,] 0.0000000
#> [9992,] 0.0000000
#> [9993,] 0.0000000
#> [9994,] 2.0339310
#> [9995,] 159.7677824
#> [9996,] 0.0000000
#> [9997,] 0.0000000
#> [9998,] 0.0000000
#> [9999,] 0.0000000
#> [10000,] 0.0000000
#>
#> $xc
#> [,1] [,2] [,3]
#> [1,] 2.166963236 1.370536637 1
#> [2,] 0.586871263 0.384721671 1
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#> [376,] -2.922939378 0.670023757 1
#> [377,] -1.791272147 1.599523624 1
#> [378,] 1.527451851 1.608519558 1
#> [379,] 2.017166019 -2.899926961 1
#> [380,] -1.371774818 0.780067193 1
#> [381,] -0.174782685 -0.306732669 1
#> [382,] 2.226679932 -1.290143016 1
#> [383,] -0.277933513 2.499330600 1
#> [384,] -0.518167207 1.360238910 1
#> [385,] -0.363950835 2.848675456 1
#> [386,] -2.132201651 -2.732798952 1
#> [387,] 2.262342036 -0.499594338 1
#> [388,] 0.331036258 -1.579786130 1
#> [389,] -0.870824665 1.067838424 1
#> [390,] 1.231442333 1.012115042 1
#> [391,] 2.495391771 0.882106172 1
#> [392,] 2.265019860 -1.369932416 1
#> [393,] -0.473812014 -0.443949999 1
#> [394,] 2.159078916 1.901595471 1
#> [395,] 1.534425532 1.968674986 1
#> [396,] 0.011888411 -0.046509241 1
#> [397,] 2.942230487 0.121066837 1
#> [398,] -2.103770992 2.126489147 1
#> [399,] 0.824045302 1.788317273 1
#> [400,] -0.692395904 1.037247367 1
#> [401,] -1.133061727 2.731755890 1
#> [402,] -0.684693247 -0.625579255 1
#> [403,] 1.446970315 -2.215217381 1
#> [404,] 1.782853591 1.041176353 1
#> [405,] -1.685095406 1.535706561 1
#> [406,] -1.769615631 0.589553644 1
#> [407,] 0.250326206 2.379747833 1
#> [408,] 2.145826669 1.008027275 1
#> [409,] -0.487742809 0.143021840 1
#> [410,] 3.019557605 2.717113100 1
#> [411,] 2.058836782 2.322279785 1
#> [412,] -0.012403557 1.127341041 1
#> [413,] 2.345453890 0.057762724 1
#> [414,] -0.049680384 2.189430147 1
#> [415,] 3.209666360 -0.175782591 1
#> [416,] 1.756348659 -1.755001798 1
#> [417,] -2.202350082 0.002309413 1
#> [418,] 2.172002943 1.292764427 1
#> [419,] 0.315284119 2.303264838 1
#> [420,] 1.554852872 1.335321685 1
#> [421,] -0.243144128 -1.939319894 1
#> [422,] 1.791952789 1.944734206 1
#> [423,] 1.011441139 -1.381636444 1
#> [424,] -0.520035935 2.836492404 1
#> [425,] -1.317226823 2.614945261 1
#> [426,] -2.931580254 -1.216601602 1
#> [427,] 1.573079618 -2.087811170 1
#> [428,] -0.380251855 -1.738765585 1
#> [429,] -0.133987778 -0.609710621 1
#> [430,] 2.603648040 -1.643226753 1
#> [431,] -0.934202919 -3.231562640 1
#> [432,] 0.940777698 -1.553745590 1
#> [433,] -0.913353064 -1.944357045 1
#> [434,] 1.648168631 0.897122803 1
#> [435,] -1.047245109 1.126762306 1
#> [436,] -1.297562213 1.647002161 1
#> [437,] -2.952697102 -2.111967290 1
#> [438,] 0.627130863 -1.629361280 1
#> [439,] 1.704408862 -2.043108648 1
#> [440,] 0.912004114 -2.860297613 1
#> [441,] 0.779610755 -2.594553532 1
#> [442,] -0.549677260 0.247534488 1
#> [443,] -0.432937317 2.989140024 1
#> [444,] 1.862089674 -1.460424398 1
#> [445,] 1.485100660 -1.035821975 1
#> [446,] 2.753410417 0.399313351 1
#> [447,] -2.027762878 0.365682788 1
#> [448,] 1.953712073 -1.912824203 1
#> [449,] -1.342338645 0.244244143 1
#> [450,] 0.917343101 1.326277788 1
#> [451,] -0.967651643 1.964117246 1
#> [452,] -3.011735056 -0.959746861 1
#> [453,] -1.904695832 0.101370038 1
#> [454,] -1.286698171 1.592494411 1
#> [455,] 1.913787364 0.319558924 1
#> [456,] -1.351357748 1.842420296 1
#> [457,] -0.043240361 -3.025775950 1
#> [458,] 1.086742003 2.651429316 1
#> [459,] 1.733829414 -1.413035400 1
#> [460,] -3.343773376 1.864636448 1
#> [461,] -0.925972407 -1.869369982 1
#> [462,] 1.676730667 0.819995282 1
#> [463,] -2.245033763 -0.467405737 1
#> [464,] -1.756249467 -2.049769661 1
#> [465,] 0.990351326 -1.895807465 1
#> [466,] 2.231209889 -1.129381826 1
#> [467,] 0.394843354 -1.837356472 1
#> [468,] -1.312770236 -3.010772774 1
#> [469,] -3.508286674 -1.335237823 1
#> [470,] -3.840101340 -0.773117797 1
#> [471,] -0.061018174 -0.241083080 1
#> [472,] -2.524429931 1.095196066 1
#> [473,] 0.417616254 -2.346228720 1
#> [474,] -1.575275304 2.365834062 1
#> [475,] -1.126438267 1.353861510 1
#> [476,] -0.549398840 1.154743824 1
#> [477,] -2.716449606 0.933915500 1
#> [478,] -2.667534076 -0.464983162 1
#> [479,] -0.729802259 1.049447454 1
#> [480,] -3.903077942 0.326405383 1
#> [481,] -2.110606896 0.203876780 1
#> [482,] 2.678291614 0.067586826 1
#> [483,] -0.066623190 0.161025789 1
#> [484,] -2.421296697 1.207130455 1
#> [485,] -2.112156202 2.031867010 1
#> [486,] 1.155670816 -2.265752803 1
#> [487,] -0.698639173 -0.186724114 1
#> [488,] -0.459312486 -3.963763837 1
#> [489,] 1.652500364 1.129531342 1
#> [490,] -0.891070766 -1.905922147 1
#> [491,] 0.385142663 -0.816206660 1
#> [492,] -0.592168585 2.696059813 1
#> [493,] 1.203003844 1.443143701 1
#> [494,] -0.988319147 1.661147914 1
#> [495,] -3.112387347 0.275242031 1
#> [496,] 0.945209417 -2.040353904 1
#> [497,] 1.088473221 -1.932086273 1
#> [498,] -2.912314467 0.105894399 1
#> [499,] -0.195064627 3.452595072 1
#> [500,] 0.471317803 2.835806692 1
#> [501,] 1.615795384 2.363491058 1
#> [502,] -1.327632156 -0.387007568 1
#> [503,] -0.763754501 2.915135069 1
#> [504,] -0.840294634 1.604135294 1
#> [505,] 3.563951184 0.777955854 1
#> [506,] 1.917165077 0.184067068 1
#> [507,] -2.369889177 -1.177407356 1
#> [508,] 2.523983288 1.004147262 1
#> [509,] -0.193610340 1.761735666 1
#> [510,] -1.879416884 0.351853017 1
#> [511,] 1.386275713 -2.722731061 1
#> [512,] -0.281782824 2.866531078 1
#> [513,] -2.234778391 -1.019116100 1
#> [514,] 3.463209410 -0.056548179 1
#> [515,] -1.692797706 1.021394322 1
#> [516,] -2.408589358 1.907575511 1
#> [517,] 0.367804805 -0.722076103 1
#> [518,] 0.172796310 3.641230411 1
#> [519,] 0.359122162 -3.175118551 1
#> [520,] 1.551631127 -1.765526545 1
#> [521,] -1.159817770 1.542633227 1
#> [522,] -2.388174621 -0.514098185 1
#> [523,] -1.144355583 0.875963693 1
#> [524,] 1.967303930 1.438340797 1
#> [525,] 2.124720667 -0.977803255 1
#> [526,] -2.450440978 1.447106321 1
#> [527,] -2.139090431 1.611561380 1
#> [528,] 1.969958619 0.651829975 1
#> [529,] -0.590998893 -0.881997789 1
#> [530,] -0.024091237 0.686025053 1
#> [531,] -1.788906140 3.048057268 1
#> [532,] -0.415626165 3.102748535 1
#> [533,] -1.950451954 1.125193007 1
#> [534,] 0.930560877 0.047365635 1
#> [535,] -3.392052742 -0.813774348 1
#> [536,] 0.546302643 0.480764961 1
#> [537,] -0.638214451 -2.234027157 1
#> [538,] 0.800590313 2.243362080 1
#> [539,] -0.769774760 -0.986320993 1
#> [540,] -2.298925987 -2.411108512 1
#> [541,] 1.626201405 -2.259377911 1
#> [542,] -0.479707071 1.049516799 1
#> [543,] -0.159251984 -0.252823732 1
#> [544,] -2.296437052 0.084885305 1
#> [545,] 1.949649299 1.931499890 1
#> [546,] -0.734059113 2.147934229 1
#> [547,] -0.292441056 -2.317224268 1
#> [548,] 1.665610125 -0.373572114 1
#> [549,] -2.210817204 -2.713029907 1
#> [550,] 1.411150522 0.869653971 1
#> [551,] -0.841459532 0.948231106 1
#> [552,] -1.838446305 1.613770351 1
#> [553,] -1.321124231 -0.152346321 1
#> [554,] -0.996689426 -2.361365091 1
#> [555,] -1.580969191 0.335859588 1
#> [556,] -2.482447567 -1.868777402 1
#> [557,] 1.802981061 -0.323550525 1
#> [558,] -1.617863994 1.722495317 1
#> [559,] -0.242256723 2.868835978 1
#> [560,] 0.273425815 -1.374043999 1
#> [561,] -3.345500407 0.419953559 1
#> [562,] 1.267686746 -1.772703854 1
#> [563,] -2.686071758 -0.625058000 1
#> [564,] -0.384166296 -3.056124469 1
#> [565,] 2.091823300 2.042584744 1
#> [566,] 3.092557156 1.173085079 1
#> [567,] -1.582783447 1.762376771 1
#> [568,] -0.040236953 -0.032779713 1
#> [569,] -0.044993635 2.684189165 1
#> [570,] 1.090916734 1.464194619 1
#> [571,] 1.343589739 -2.004090391 1
#> [572,] 0.323772716 3.129467103 1
#> [573,] 2.714760198 1.420698614 1
#> [574,] 2.140863099 2.417111153 1
#> [575,] -1.453547775 2.079480969 1
#> [576,] 0.292805189 0.070545743 1
#> [577,] -0.980801346 -0.780397463 1
#> [578,] 1.940683141 -2.082899668 1
#> [579,] 1.249381933 -2.751447647 1
#> [580,] 2.047988865 2.210900177 1
#> [581,] -0.645668927 1.713260713 1
#> [582,] -2.282695323 2.022138748 1
#> [583,] -1.690922183 2.286780220 1
#> [584,] 1.720579309 1.300691920 1
#> [585,] 0.801245641 -0.964375268 1
#> [586,] -1.925883205 0.331278825 1
#> [587,] -2.314752967 1.679547579 1
#> [588,] -0.546984916 -0.917883160 1
#> [589,] 1.580373115 1.603336027 1
#> [590,] -1.888349788 0.233184333 1
#> [591,] 1.182988943 1.372869366 1
#> [592,] -2.264268012 1.143576056 1
#> [593,] 1.239688265 1.788261332 1
#> [594,] -0.341868460 -0.097857433 1
#> [595,] 2.437624183 0.097752892 1
#> [596,] -0.250343103 -0.148423798 1
#> [597,] -1.993834598 0.705886997 1
#> [598,] -0.902955446 2.219048843 1
#> [599,] -1.047612340 0.258766850 1
#> [600,] -0.450068105 -0.357573095 1
#> [601,] -1.783252171 2.817477561 1
#> [602,] 1.282335099 -1.408016533 1
#> [603,] 0.496876659 -1.682753997 1
#> [604,] 1.001857800 1.079306743 1
#> [605,] 2.436327041 2.482955386 1
#> [606,] 1.888313400 -1.823757031 1
#> [607,] -1.027334254 2.044189236 1
#> [608,] 2.363831533 -0.966730850 1
#> [609,] 1.703473232 -1.558532886 1
#> [610,] -2.977935489 -0.468240600 1
#> [611,] 2.347010380 -1.584653076 1
#> [612,] -0.511904456 -0.977349509 1
#> [613,] 0.084758168 -1.655367054 1
#> [614,] -0.204361932 -0.088319857 1
#> [615,] -3.280452204 -0.827170889 1
#> [616,] -1.193233122 3.373630089 1
#> [617,] -1.331747752 -0.243634837 1
#> [618,] 0.750523826 -2.596837013 1
#> [619,] -1.253436220 -1.996972809 1
#> [620,] 1.766296265 -1.175728944 1
#> [621,] -0.989612580 1.152216058 1
#> [622,] 2.182423087 -1.731716800 1
#> [623,] 2.484453987 -0.980645493 1
#> [624,] -1.789163918 1.233735692 1
#> [625,] 0.376664134 -2.383845582 1
#> [626,] 0.726867341 1.210741192 1
#> [627,] 1.491054802 -2.119105450 1
#> [628,] 0.077128761 -1.004119799 1
#> [629,] 1.973372205 -1.295471846 1
#> [630,] -0.690330013 -2.343499728 1
#> [631,] 1.847895123 -2.456721539 1
#> [632,] -1.542920829 1.510851052 1
#> [633,] 3.141894563 0.685466975 1
#> [634,] 0.127695428 -2.903103846 1
#> [635,] -1.469559865 0.742834503 1
#> [636,] -3.444131618 1.339196341 1
#> [637,] 1.174800878 0.814737290 1
#> [638,] 0.016011352 -0.533873447 1
#> [639,] 1.204786186 0.609317801 1
#> [640,] -2.209306271 1.181952988 1
#> [641,] 1.156058035 2.712081271 1
#> [642,] -2.295314629 1.705513011 1
#> [643,] 0.081003151 0.581385455 1
#> [644,] 3.159286398 -0.200835741 1
#> [645,] -1.145663516 2.203736988 1
#> [646,] -1.572202133 1.120302871 1
#> [647,] -3.370328730 -0.447280336 1
#> [648,] -1.888701321 0.956303456 1
#> [649,] -1.760860741 1.841917397 1
#> [650,] -2.120112500 1.268075247 1
#> [651,] 0.437259863 0.445455992 1
#> [652,] -2.628399049 1.323201299 1
#> [653,] 0.998517316 2.808578635 1
#> [654,] -0.328586574 -0.490404460 1
#> [655,] 2.803078936 0.511451738 1
#> [656,] 2.164279164 0.889068363 1
#> [657,] 2.427255459 0.200480599 1
#> [658,] -1.693135684 2.271246760 1
#> [659,] -3.342697463 -0.038513451 1
#> [660,] 1.877901240 -1.065738332 1
#> [661,] -0.435257705 1.630754013 1
#> [662,] 0.119973187 0.184431712 1
#> [663,] 0.704131698 -2.579781087 1
#> [664,] -1.988711961 0.459873562 1
#> [665,] 1.256037287 1.303731316 1
#> [666,] -1.225815850 -2.432333528 1
#> [667,] -0.548227262 -2.404411704 1
#> [668,] -1.366739425 2.434782673 1
#> [669,] 2.476798638 0.721972895 1
#> [670,] -1.204189421 -2.562762009 1
#> [671,] 1.503600129 -2.663616547 1
#> [672,] 0.731998402 0.007711854 1
#> [673,] 0.199849245 2.055752466 1
#> [674,] -0.306989152 -1.757121129 1
#> [675,] 0.089955604 -1.121021056 1
#> [676,] 1.870583470 1.380683049 1
#> [677,] 1.083685227 -0.473931421 1
#>
#> $yc
#> [1] 1 1 1 -1 1 1 -1 1 1 -1 -1 -1 1 1 1 1 -1 1 1 1 1 -1 -1 -1 1
#> [26] -1 -1 -1 1 1 -1 1 1 1 -1 -1 -1 1 -1 1 1 -1 1 -1 1 1 1 1 1 1
#> [51] 1 1 -1 1 1 1 1 -1 -1 -1 -1 1 -1 -1 -1 1 -1 -1 -1 1 1 1 -1 1 1
#> [76] -1 -1 1 -1 -1 -1 -1 1 -1 -1 1 1 1 1 -1 1 -1 1 1 -1 -1 1 1 1 -1
#> [101] 1 1 1 1 1 -1 1 -1 -1 -1 1 -1 1 1 1 1 1 -1 1 -1 1 1 -1 1 1
#> [126] 1 1 1 1 1 -1 1 -1 1 1 -1 -1 -1 -1 -1 1 -1 1 -1 1 -1 -1 -1 1 1
#> [151] 1 1 -1 -1 -1 1 1 1 -1 1 -1 -1 1 -1 -1 -1 1 1 1 -1 -1 1 1 -1 1
#> [176] 1 1 -1 -1 1 -1 1 1 1 -1 1 1 1 1 -1 -1 -1 -1 1 1 1 1 1 -1 1
#> [201] 1 -1 -1 1 1 -1 1 -1 1 -1 -1 -1 1 -1 1 -1 1 1 -1 1 1 1 1 -1 1
#> [226] 1 -1 1 1 1 -1 1 -1 -1 1 1 1 1 -1 1 -1 -1 -1 -1 -1 1 1 1 1 -1
#> [251] 1 -1 1 1 -1 1 -1 1 1 -1 -1 1 1 1 1 1 1 -1 1 1 -1 1 1 -1 -1
#> [276] -1 -1 -1 1 -1 1 -1 1 -1 -1 1 -1 1 1 1 1 1 -1 1 -1 1 1 1 1 1
#> [301] 1 -1 -1 1 -1 -1 1 1 -1 -1 1 -1 1 -1 -1 1 1 1 1 -1 -1 1 1 1 1
#> [326] -1 -1 1 1 1 1 1 -1 -1 -1 1 -1 1 1 -1 -1 1 -1 1 -1 -1 1 -1 1 1
#> [351] -1 1 1 1 1 -1 1 1 -1 -1 1 1 1 -1 1 -1 -1 1 1 1 1 1 1 -1 1
#> [376] -1 1 1 -1 1 -1 1 1 1 1 -1 1 1 -1 1 1 1 -1 1 1 1 1 1 1 1
#> [401] 1 -1 -1 1 1 -1 1 1 1 1 1 -1 1 1 1 1 -1 1 1 1 -1 1 1 1 1
#> [426] -1 -1 -1 1 -1 -1 -1 -1 1 1 1 -1 -1 -1 -1 -1 1 1 1 1 1 -1 -1 1 1
#> [451] 1 -1 -1 1 1 1 -1 1 1 -1 -1 1 -1 -1 -1 1 -1 -1 -1 -1 1 -1 -1 1 -1
#> [476] 1 -1 -1 -1 -1 -1 1 1 -1 -1 -1 -1 -1 1 -1 1 1 1 1 -1 -1 -1 -1 1 1
#> [501] 1 -1 1 1 1 1 -1 1 1 -1 -1 1 -1 1 1 -1 1 1 -1 -1 -1 -1 1 1 1
#> [526] -1 1 1 1 1 1 1 -1 1 -1 1 -1 1 -1 -1 -1 1 -1 -1 1 1 -1 -1 -1 1
#> [551] 1 -1 1 -1 1 -1 1 -1 1 1 -1 -1 -1 -1 1 1 -1 1 1 1 -1 1 1 1 1
#> [576] -1 1 -1 -1 1 1 -1 1 1 1 -1 -1 -1 1 -1 1 -1 1 1 1 1 -1 1 1 -1
#> [601] 1 1 1 1 1 1 1 1 1 -1 1 -1 1 1 -1 1 -1 -1 -1 1 1 1 1 1 -1
#> [626] 1 -1 1 1 -1 -1 1 1 -1 1 -1 1 1 1 -1 1 -1 1 1 1 -1 -1 -1 -1 -1
#> [651] -1 -1 1 1 1 1 1 1 -1 1 1 -1 -1 1 1 -1 -1 1 1 -1 -1 1 1 -1 1
#> [676] 1 1
#>
## change radius of parameter space
get_coreset_uniform(data$x, data$y, r = 3)
#> $datapoints_selected
#> [1] 22 35 54 88 96 109 119 138 152 154 156 188 191 194 195
#> [16] 212 236 245 256 280 295 304 331 351 362 385 405 409 441 449
#> [31] 450 459 472 499 532 545 552 558 587 641 658 671 706 722 726
#> [46] 735 762 782 787 830 844 848 862 864 896 905 915 967 973 975
#> [61] 978 981 984 989 1006 1008 1010 1020 1032 1063 1078 1110 1120 1140 1172
#> [76] 1190 1202 1203 1210 1247 1271 1317 1372 1380 1387 1412 1417 1434 1481 1501
#> [91] 1523 1537 1603 1604 1625 1632 1644 1656 1669 1671 1750 1767 1768 1814 1816
#> [106] 1824 1871 1877 1883 1890 1900 1933 1941 1960 2018 2040 2042 2075 2085 2094
#> [121] 2105 2112 2120 2124 2144 2159 2187 2222 2224 2232 2246 2265 2275 2280 2287
#> [136] 2288 2294 2305 2307 2315 2322 2326 2328 2358 2362 2374 2376 2385 2399 2402
#> [151] 2409 2432 2444 2474 2478 2492 2514 2515 2549 2567 2574 2601 2602 2615 2638
#> [166] 2642 2645 2659 2667 2668 2684 2713 2729 2749 2756 2768 2771 2778 2801 2818
#> [181] 2831 2848 2872 2889 2892 2910 2926 2941 2950 2954 3008 3029 3033 3034 3045
#> [196] 3076 3102 3113 3133 3148 3168 3174 3189 3241 3250 3258 3262 3271 3287 3288
#> [211] 3294 3300 3305 3307 3331 3355 3358 3399 3411 3437 3444 3455 3471 3488 3489
#> [226] 3492 3494 3495 3512 3526 3527 3545 3568 3594 3621 3625 3640 3669 3698 3708
#> [241] 3739 3753 3763 3779 3791 3792 3805 3808 3811 3819 3855 3881 3885 3893 3936
#> [256] 3941 3943 3957 3966 3989 4000 4013 4022 4034 4043 4048 4052 4054 4059 4069
#> [271] 4076 4091 4093 4121 4125 4146 4163 4165 4171 4179 4182 4191 4203 4239 4250
#> [286] 4257 4260 4272 4289 4306 4309 4322 4342 4348 4358 4362 4370 4372 4376 4377
#> [301] 4388 4393 4394 4400 4416 4422 4423 4444 4495 4516 4523 4532 4550 4557 4589
#> [316] 4591 4595 4625 4632 4648 4665 4681 4686 4705 4712 4729 4755 4783 4784 4811
#> [331] 4823 4831 4862 4867 4876 4886 4894 4900 4902 4933 4950 4960 4980 4982 5006
#> [346] 5056 5064 5158 5171 5177 5194 5197 5214 5245 5265 5275 5281 5314 5328 5331
#> [361] 5337 5350 5397 5407 5410 5453 5469 5473 5474 5501 5513 5516 5519 5531 5548
#> [376] 5565 5574 5586 5617 5624 5626 5627 5637 5655 5707 5708 5732 5761 5775 5780
#> [391] 5813 5818 5840 5852 5857 5864 5869 5886 5903 5939 5987 6027 6030 6086 6095
#> [406] 6114 6145 6152 6159 6171 6211 6217 6229 6251 6272 6281 6292 6293 6297 6308
#> [421] 6310 6318 6336 6357 6360 6368 6371 6425 6427 6450 6500 6519 6532 6539 6540
#> [436] 6543 6603 6606 6630 6642 6643 6648 6681 6696 6697 6757 6761 6785 6805 6812
#> [451] 6836 6845 6855 6872 6877 6887 6902 6911 6912 6939 6942 6964 6965 6977 6996
#> [466] 7019 7022 7053 7054 7061 7062 7090 7097 7130 7164 7195 7214 7228 7245 7251
#> [481] 7259 7261 7268 7293 7348 7372 7383 7402 7408 7461 7474 7478 7494 7501 7507
#> [496] 7528 7539 7542 7574 7583 7599 7616 7621 7632 7633 7644 7679 7690 7692 7695
#> [511] 7698 7701 7722 7748 7763 7788 7793 7844 7845 7855 7858 7878 7880 7897 7921
#> [526] 7923 7947 7949 7960 7968 8027 8059 8069 8085 8131 8156 8193 8196 8201 8211
#> [541] 8219 8221 8222 8236 8265 8279 8283 8313 8315 8337 8353 8359 8361 8365 8369
#> [556] 8380 8431 8453 8480 8505 8514 8529 8557 8567 8579 8597 8619 8645 8649 8654
#> [571] 8655 8658 8660 8663 8732 8747 8751 8773 8801 8814 8826 8836 8840 8849 8861
#> [586] 8902 8915 8931 8948 8950 8962 9002 9021 9022 9026 9038 9039 9041 9061 9063
#> [601] 9077 9090 9109 9119 9134 9138 9145 9148 9152 9165 9169 9178 9180 9204 9205
#> [616] 9243 9251 9268 9316 9318 9325 9330 9347 9391 9402 9424 9429 9440 9473 9504
#> [631] 9517 9534 9539 9544 9547 9575 9585 9588 9589 9606 9608 9636 9651 9660 9680
#> [646] 9686 9726 9730 9754 9781 9792 9800 9813 9846 9853 9859 9868 9873 9877 9892
#> [661] 9897 9899 9908 9911 9928 9961 9972 9980 9981 9984 9994 9996
#>
#> $weights
#> [,1]
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#> [12,] 0.0000000
#> [13,] 0.0000000
#> [14,] 0.0000000
#> [15,] 0.0000000
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#> [18,] 0.0000000
#> [19,] 0.0000000
#> [20,] 0.0000000
#> [21,] 0.0000000
#> [22,] 1.9694566
#> [23,] 0.0000000
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#> [30,] 0.0000000
#> [31,] 0.0000000
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#> [33,] 0.0000000
#> [34,] 0.0000000
#> [35,] 58.5984216
#> [36,] 0.0000000
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#> [44,] 0.0000000
#> [45,] 0.0000000
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#> [51,] 0.0000000
#> [52,] 0.0000000
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#> [54,] 1.2446368
#> [55,] 0.0000000
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#> [66,] 0.0000000
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#> [80,] 0.0000000
#> [81,] 0.0000000
#> [82,] 0.0000000
#> [83,] 0.0000000
#> [84,] 0.0000000
#> [85,] 0.0000000
#> [86,] 0.0000000
#> [87,] 0.0000000
#> [88,] 7.9606602
#> [89,] 0.0000000
#> [90,] 0.0000000
#> [91,] 0.0000000
#> [92,] 0.0000000
#> [93,] 0.0000000
#> [94,] 0.0000000
#> [95,] 0.0000000
#> [96,] 1.5104502
#> [97,] 0.0000000
#> [98,] 0.0000000
#> [99,] 0.0000000
#> [100,] 0.0000000
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#> [102,] 0.0000000
#> [103,] 0.0000000
#> [104,] 0.0000000
#> [105,] 0.0000000
#> [106,] 0.0000000
#> [107,] 0.0000000
#> [108,] 0.0000000
#> [109,] 4.5388835
#> [110,] 0.0000000
#> [111,] 0.0000000
#> [112,] 0.0000000
#> [113,] 0.0000000
#> [114,] 0.0000000
#> [115,] 0.0000000
#> [116,] 0.0000000
#> [117,] 0.0000000
#> [118,] 0.0000000
#> [119,] 50.4473753
#> [120,] 0.0000000
#> [121,] 0.0000000
#> [122,] 0.0000000
#> [123,] 0.0000000
#> [124,] 0.0000000
#> [125,] 0.0000000
#> [126,] 0.0000000
#> [127,] 0.0000000
#> [128,] 0.0000000
#> [129,] 0.0000000
#> [130,] 0.0000000
#> [131,] 0.0000000
#> [132,] 0.0000000
#> [133,] 0.0000000
#> [134,] 0.0000000
#> [135,] 0.0000000
#> [136,] 0.0000000
#> [137,] 0.0000000
#> [138,] 52.5508470
#> [139,] 0.0000000
#> [140,] 0.0000000
#> [141,] 0.0000000
#> [142,] 0.0000000
#> [143,] 0.0000000
#> [144,] 0.0000000
#> [145,] 0.0000000
#> [146,] 0.0000000
#> [147,] 0.0000000
#> [148,] 0.0000000
#> [149,] 0.0000000
#> [150,] 0.0000000
#> [151,] 0.0000000
#> [152,] 76.5326553
#> [153,] 0.0000000
#> [154,] 42.2198494
#> [155,] 0.0000000
#> [156,] 1.3165031
#> [157,] 0.0000000
#> [158,] 0.0000000
#> [159,] 0.0000000
#> [160,] 0.0000000
#> [161,] 0.0000000
#> [162,] 0.0000000
#> [163,] 0.0000000
#> [164,] 0.0000000
#> [165,] 0.0000000
#> [166,] 0.0000000
#> [167,] 0.0000000
#> [168,] 0.0000000
#> [169,] 0.0000000
#> [170,] 0.0000000
#> [171,] 0.0000000
#> [172,] 0.0000000
#> [173,] 0.0000000
#> [174,] 0.0000000
#> [175,] 0.0000000
#> [176,] 0.0000000
#> [177,] 0.0000000
#> [178,] 0.0000000
#> [179,] 0.0000000
#> [180,] 0.0000000
#> [181,] 0.0000000
#> [182,] 0.0000000
#> [183,] 0.0000000
#> [184,] 0.0000000
#> [185,] 0.0000000
#> [186,] 0.0000000
#> [187,] 0.0000000
#> [188,] 101.8058703
#> [189,] 0.0000000
#> [190,] 0.0000000
#> [191,] 1.6739265
#> [192,] 0.0000000
#> [193,] 0.0000000
#> [194,] 2.0260385
#> [195,] 2.9544449
#> [196,] 0.0000000
#> [197,] 0.0000000
#> [198,] 0.0000000
#> [199,] 0.0000000
#> [200,] 0.0000000
#> [201,] 0.0000000
#> [202,] 0.0000000
#> [203,] 0.0000000
#> [204,] 0.0000000
#> [205,] 0.0000000
#> [206,] 0.0000000
#> [207,] 0.0000000
#> [208,] 0.0000000
#> [209,] 0.0000000
#> [210,] 0.0000000
#> [211,] 0.0000000
#> [212,] 5.9499555
#> [213,] 0.0000000
#> [214,] 0.0000000
#> [215,] 0.0000000
#> [216,] 0.0000000
#> [217,] 0.0000000
#> [218,] 0.0000000
#> [219,] 0.0000000
#> [220,] 0.0000000
#> [221,] 0.0000000
#> [222,] 0.0000000
#> [223,] 0.0000000
#> [224,] 0.0000000
#> [225,] 0.0000000
#> [226,] 0.0000000
#> [227,] 0.0000000
#> [228,] 0.0000000
#> [229,] 0.0000000
#> [230,] 0.0000000
#> [231,] 0.0000000
#> [232,] 0.0000000
#> [233,] 0.0000000
#> [234,] 0.0000000
#> [235,] 0.0000000
#> [236,] 70.0548120
#> [237,] 0.0000000
#> [238,] 0.0000000
#> [239,] 0.0000000
#> [240,] 0.0000000
#> [241,] 0.0000000
#> [242,] 0.0000000
#> [243,] 0.0000000
#> [244,] 0.0000000
#> [245,] 16.7567276
#> [246,] 0.0000000
#> [247,] 0.0000000
#> [248,] 0.0000000
#> [249,] 0.0000000
#> [250,] 0.0000000
#> [251,] 0.0000000
#> [252,] 0.0000000
#> [253,] 0.0000000
#> [254,] 0.0000000
#> [255,] 0.0000000
#> [256,] 1.3132207
#> [257,] 0.0000000
#> [258,] 0.0000000
#> [259,] 0.0000000
#> [260,] 0.0000000
#> [261,] 0.0000000
#> [262,] 0.0000000
#> [263,] 0.0000000
#> [264,] 0.0000000
#> [265,] 0.0000000
#> [266,] 0.0000000
#> [267,] 0.0000000
#> [268,] 0.0000000
#> [269,] 0.0000000
#> [270,] 0.0000000
#> [271,] 0.0000000
#> [272,] 0.0000000
#> [273,] 0.0000000
#> [274,] 0.0000000
#> [275,] 0.0000000
#> [276,] 0.0000000
#> [277,] 0.0000000
#> [278,] 0.0000000
#> [279,] 0.0000000
#> [280,] 2.1160784
#> [281,] 0.0000000
#> [282,] 0.0000000
#> [283,] 0.0000000
#> [284,] 0.0000000
#> [285,] 0.0000000
#> [286,] 0.0000000
#> [287,] 0.0000000
#> [288,] 0.0000000
#> [289,] 0.0000000
#> [290,] 0.0000000
#> [291,] 0.0000000
#> [292,] 0.0000000
#> [293,] 0.0000000
#> [294,] 0.0000000
#> [295,] 1.2405326
#> [296,] 0.0000000
#> [297,] 0.0000000
#> [298,] 0.0000000
#> [299,] 0.0000000
#> [300,] 0.0000000
#> [301,] 0.0000000
#> [302,] 0.0000000
#> [303,] 0.0000000
#> [304,] 8.1482062
#> [305,] 0.0000000
#> [306,] 0.0000000
#> [307,] 0.0000000
#> [308,] 0.0000000
#> [309,] 0.0000000
#> [310,] 0.0000000
#> [311,] 0.0000000
#> [312,] 0.0000000
#> [313,] 0.0000000
#> [314,] 0.0000000
#> [315,] 0.0000000
#> [316,] 0.0000000
#> [317,] 0.0000000
#> [318,] 0.0000000
#> [319,] 0.0000000
#> [320,] 0.0000000
#> [321,] 0.0000000
#> [322,] 0.0000000
#> [323,] 0.0000000
#> [324,] 0.0000000
#> [325,] 0.0000000
#> [326,] 0.0000000
#> [327,] 0.0000000
#> [328,] 0.0000000
#> [329,] 0.0000000
#> [330,] 0.0000000
#> [331,] 1.0921218
#> [332,] 0.0000000
#> [333,] 0.0000000
#> [334,] 0.0000000
#> [335,] 0.0000000
#> [336,] 0.0000000
#> [337,] 0.0000000
#> [338,] 0.0000000
#> [339,] 0.0000000
#> [340,] 0.0000000
#> [341,] 0.0000000
#> [342,] 0.0000000
#> [343,] 0.0000000
#> [344,] 0.0000000
#> [345,] 0.0000000
#> [346,] 0.0000000
#> [347,] 0.0000000
#> [348,] 0.0000000
#> [349,] 0.0000000
#> [350,] 0.0000000
#> [351,] 96.8082136
#> [352,] 0.0000000
#> [353,] 0.0000000
#> [354,] 0.0000000
#> [355,] 0.0000000
#> [356,] 0.0000000
#> [357,] 0.0000000
#> [358,] 0.0000000
#> [359,] 0.0000000
#> [360,] 0.0000000
#> [361,] 0.0000000
#> [362,] 5.5354324
#> [363,] 0.0000000
#> [364,] 0.0000000
#> [365,] 0.0000000
#> [366,] 0.0000000
#> [367,] 0.0000000
#> [368,] 0.0000000
#> [369,] 0.0000000
#> [370,] 0.0000000
#> [371,] 0.0000000
#> [372,] 0.0000000
#> [373,] 0.0000000
#> [374,] 0.0000000
#> [375,] 0.0000000
#> [376,] 0.0000000
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#> [379,] 0.0000000
#> [380,] 0.0000000
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#> [383,] 0.0000000
#> [384,] 0.0000000
#> [385,] 27.0548261
#> [386,] 0.0000000
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#> [388,] 0.0000000
#> [389,] 0.0000000
#> [390,] 0.0000000
#> [391,] 0.0000000
#> [392,] 0.0000000
#> [393,] 0.0000000
#> [394,] 0.0000000
#> [395,] 0.0000000
#> [396,] 0.0000000
#> [397,] 0.0000000
#> [398,] 0.0000000
#> [399,] 0.0000000
#> [400,] 0.0000000
#> [401,] 0.0000000
#> [402,] 0.0000000
#> [403,] 0.0000000
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#> [405,] 1.4446535
#> [406,] 0.0000000
#> [407,] 0.0000000
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#> [409,] 22.7389174
#> [410,] 0.0000000
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#> [412,] 0.0000000
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#> [416,] 0.0000000
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#> [422,] 0.0000000
#> [423,] 0.0000000
#> [424,] 0.0000000
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#> [426,] 0.0000000
#> [427,] 0.0000000
#> [428,] 0.0000000
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#> [430,] 0.0000000
#> [431,] 0.0000000
#> [432,] 0.0000000
#> [433,] 0.0000000
#> [434,] 0.0000000
#> [435,] 0.0000000
#> [436,] 0.0000000
#> [437,] 0.0000000
#> [438,] 0.0000000
#> [439,] 0.0000000
#> [440,] 0.0000000
#> [441,] 18.6102497
#> [442,] 0.0000000
#> [443,] 0.0000000
#> [444,] 0.0000000
#> [445,] 0.0000000
#> [446,] 0.0000000
#> [447,] 0.0000000
#> [448,] 0.0000000
#> [449,] 19.1209310
#> [450,] 3.3499848
#> [451,] 0.0000000
#> [452,] 0.0000000
#> [453,] 0.0000000
#> [454,] 0.0000000
#> [455,] 0.0000000
#> [456,] 0.0000000
#> [457,] 0.0000000
#> [458,] 0.0000000
#> [459,] 0.8136173
#> [460,] 0.0000000
#> [461,] 0.0000000
#> [462,] 0.0000000
#> [463,] 0.0000000
#> [464,] 0.0000000
#> [465,] 0.0000000
#> [466,] 0.0000000
#> [467,] 0.0000000
#> [468,] 0.0000000
#> [469,] 0.0000000
#> [470,] 0.0000000
#> [471,] 0.0000000
#> [472,] 32.7196684
#> [473,] 0.0000000
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#> [475,] 0.0000000
#> [476,] 0.0000000
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#> [480,] 0.0000000
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#> [530,] 0.0000000
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#> [533,] 0.0000000
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#> [535,] 0.0000000
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#> [540,] 0.0000000
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#> [615,] 0.0000000
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#> [9390,] 0.0000000
#> [9391,] 1.3523102
#> [9392,] 0.0000000
#> [9393,] 0.0000000
#> [9394,] 0.0000000
#> [9395,] 0.0000000
#> [9396,] 0.0000000
#> [9397,] 0.0000000
#> [9398,] 0.0000000
#> [9399,] 0.0000000
#> [9400,] 0.0000000
#> [9401,] 0.0000000
#> [9402,] 17.0047754
#> [9403,] 0.0000000
#> [9404,] 0.0000000
#> [9405,] 0.0000000
#> [9406,] 0.0000000
#> [9407,] 0.0000000
#> [9408,] 0.0000000
#> [9409,] 0.0000000
#> [9410,] 0.0000000
#> [9411,] 0.0000000
#> [9412,] 0.0000000
#> [9413,] 0.0000000
#> [9414,] 0.0000000
#> [9415,] 0.0000000
#> [9416,] 0.0000000
#> [9417,] 0.0000000
#> [9418,] 0.0000000
#> [9419,] 0.0000000
#> [9420,] 0.0000000
#> [9421,] 0.0000000
#> [9422,] 0.0000000
#> [9423,] 0.0000000
#> [9424,] 3.3110482
#> [9425,] 0.0000000
#> [9426,] 0.0000000
#> [9427,] 0.0000000
#> [9428,] 0.0000000
#> [9429,] 3.1106969
#> [9430,] 0.0000000
#> [9431,] 0.0000000
#> [9432,] 0.0000000
#> [9433,] 0.0000000
#> [9434,] 0.0000000
#> [9435,] 0.0000000
#> [9436,] 0.0000000
#> [9437,] 0.0000000
#> [9438,] 0.0000000
#> [9439,] 0.0000000
#> [9440,] 4.7330630
#> [9441,] 0.0000000
#> [9442,] 0.0000000
#> [9443,] 0.0000000
#> [9444,] 0.0000000
#> [9445,] 0.0000000
#> [9446,] 0.0000000
#> [9447,] 0.0000000
#> [9448,] 0.0000000
#> [9449,] 0.0000000
#> [9450,] 0.0000000
#> [9451,] 0.0000000
#> [9452,] 0.0000000
#> [9453,] 0.0000000
#> [9454,] 0.0000000
#> [9455,] 0.0000000
#> [9456,] 0.0000000
#> [9457,] 0.0000000
#> [9458,] 0.0000000
#> [9459,] 0.0000000
#> [9460,] 0.0000000
#> [9461,] 0.0000000
#> [9462,] 0.0000000
#> [9463,] 0.0000000
#> [9464,] 0.0000000
#> [9465,] 0.0000000
#> [9466,] 0.0000000
#> [9467,] 0.0000000
#> [9468,] 0.0000000
#> [9469,] 0.0000000
#> [9470,] 0.0000000
#> [9471,] 0.0000000
#> [9472,] 0.0000000
#> [9473,] 0.5823387
#> [9474,] 0.0000000
#> [9475,] 0.0000000
#> [9476,] 0.0000000
#> [9477,] 0.0000000
#> [9478,] 0.0000000
#> [9479,] 0.0000000
#> [9480,] 0.0000000
#> [9481,] 0.0000000
#> [9482,] 0.0000000
#> [9483,] 0.0000000
#> [9484,] 0.0000000
#> [9485,] 0.0000000
#> [9486,] 0.0000000
#> [9487,] 0.0000000
#> [9488,] 0.0000000
#> [9489,] 0.0000000
#> [9490,] 0.0000000
#> [9491,] 0.0000000
#> [9492,] 0.0000000
#> [9493,] 0.0000000
#> [9494,] 0.0000000
#> [9495,] 0.0000000
#> [9496,] 0.0000000
#> [9497,] 0.0000000
#> [9498,] 0.0000000
#> [9499,] 0.0000000
#> [9500,] 0.0000000
#> [9501,] 0.0000000
#> [9502,] 0.0000000
#> [9503,] 0.0000000
#> [9504,] 1.2343105
#> [9505,] 0.0000000
#> [9506,] 0.0000000
#> [9507,] 0.0000000
#> [9508,] 0.0000000
#> [9509,] 0.0000000
#> [9510,] 0.0000000
#> [9511,] 0.0000000
#> [9512,] 0.0000000
#> [9513,] 0.0000000
#> [9514,] 0.0000000
#> [9515,] 0.0000000
#> [9516,] 0.0000000
#> [9517,] 0.4336103
#> [9518,] 0.0000000
#> [9519,] 0.0000000
#> [9520,] 0.0000000
#> [9521,] 0.0000000
#> [9522,] 0.0000000
#> [9523,] 0.0000000
#> [9524,] 0.0000000
#> [9525,] 0.0000000
#> [9526,] 0.0000000
#> [9527,] 0.0000000
#> [9528,] 0.0000000
#> [9529,] 0.0000000
#> [9530,] 0.0000000
#> [9531,] 0.0000000
#> [9532,] 0.0000000
#> [9533,] 0.0000000
#> [9534,] 9.0047811
#> [9535,] 0.0000000
#> [9536,] 0.0000000
#> [9537,] 0.0000000
#> [9538,] 0.0000000
#> [9539,] 3.7070538
#> [9540,] 0.0000000
#> [9541,] 0.0000000
#> [9542,] 0.0000000
#> [9543,] 0.0000000
#> [9544,] 41.5661572
#> [9545,] 0.0000000
#> [9546,] 0.0000000
#> [9547,] 1.9285814
#> [9548,] 0.0000000
#> [9549,] 0.0000000
#> [9550,] 0.0000000
#> [9551,] 0.0000000
#> [9552,] 0.0000000
#> [9553,] 0.0000000
#> [9554,] 0.0000000
#> [9555,] 0.0000000
#> [9556,] 0.0000000
#> [9557,] 0.0000000
#> [9558,] 0.0000000
#> [9559,] 0.0000000
#> [9560,] 0.0000000
#> [9561,] 0.0000000
#> [9562,] 0.0000000
#> [9563,] 0.0000000
#> [9564,] 0.0000000
#> [9565,] 0.0000000
#> [9566,] 0.0000000
#> [9567,] 0.0000000
#> [9568,] 0.0000000
#> [9569,] 0.0000000
#> [9570,] 0.0000000
#> [9571,] 0.0000000
#> [9572,] 0.0000000
#> [9573,] 0.0000000
#> [9574,] 0.0000000
#> [9575,] 0.7648455
#> [9576,] 0.0000000
#> [9577,] 0.0000000
#> [9578,] 0.0000000
#> [9579,] 0.0000000
#> [9580,] 0.0000000
#> [9581,] 0.0000000
#> [9582,] 0.0000000
#> [9583,] 0.0000000
#> [9584,] 0.0000000
#> [9585,] 15.0048925
#> [9586,] 0.0000000
#> [9587,] 0.0000000
#> [9588,] 2.1812147
#> [9589,] 3.0596718
#> [9590,] 0.0000000
#> [9591,] 0.0000000
#> [9592,] 0.0000000
#> [9593,] 0.0000000
#> [9594,] 0.0000000
#> [9595,] 0.0000000
#> [9596,] 0.0000000
#> [9597,] 0.0000000
#> [9598,] 0.0000000
#> [9599,] 0.0000000
#> [9600,] 0.0000000
#> [9601,] 0.0000000
#> [9602,] 0.0000000
#> [9603,] 0.0000000
#> [9604,] 0.0000000
#> [9605,] 0.0000000
#> [9606,] 40.8938083
#> [9607,] 0.0000000
#> [9608,] 14.4050234
#> [9609,] 0.0000000
#> [9610,] 0.0000000
#> [9611,] 0.0000000
#> [9612,] 0.0000000
#> [9613,] 0.0000000
#> [9614,] 0.0000000
#> [9615,] 0.0000000
#> [9616,] 0.0000000
#> [9617,] 0.0000000
#> [9618,] 0.0000000
#> [9619,] 0.0000000
#> [9620,] 0.0000000
#> [9621,] 0.0000000
#> [9622,] 0.0000000
#> [9623,] 0.0000000
#> [9624,] 0.0000000
#> [9625,] 0.0000000
#> [9626,] 0.0000000
#> [9627,] 0.0000000
#> [9628,] 0.0000000
#> [9629,] 0.0000000
#> [9630,] 0.0000000
#> [9631,] 0.0000000
#> [9632,] 0.0000000
#> [9633,] 0.0000000
#> [9634,] 0.0000000
#> [9635,] 0.0000000
#> [9636,] 4.5662199
#> [9637,] 0.0000000
#> [9638,] 0.0000000
#> [9639,] 0.0000000
#> [9640,] 0.0000000
#> [9641,] 0.0000000
#> [9642,] 0.0000000
#> [9643,] 0.0000000
#> [9644,] 0.0000000
#> [9645,] 0.0000000
#> [9646,] 0.0000000
#> [9647,] 0.0000000
#> [9648,] 0.0000000
#> [9649,] 0.0000000
#> [9650,] 0.0000000
#> [9651,] 2.4472115
#> [9652,] 0.0000000
#> [9653,] 0.0000000
#> [9654,] 0.0000000
#> [9655,] 0.0000000
#> [9656,] 0.0000000
#> [9657,] 0.0000000
#> [9658,] 0.0000000
#> [9659,] 0.0000000
#> [9660,] 23.8384728
#> [9661,] 0.0000000
#> [9662,] 0.0000000
#> [9663,] 0.0000000
#> [9664,] 0.0000000
#> [9665,] 0.0000000
#> [9666,] 0.0000000
#> [9667,] 0.0000000
#> [9668,] 0.0000000
#> [9669,] 0.0000000
#> [9670,] 0.0000000
#> [9671,] 0.0000000
#> [9672,] 0.0000000
#> [9673,] 0.0000000
#> [9674,] 0.0000000
#> [9675,] 0.0000000
#> [9676,] 0.0000000
#> [9677,] 0.0000000
#> [9678,] 0.0000000
#> [9679,] 0.0000000
#> [9680,] 63.1237628
#> [9681,] 0.0000000
#> [9682,] 0.0000000
#> [9683,] 0.0000000
#> [9684,] 0.0000000
#> [9685,] 0.0000000
#> [9686,] 22.7129486
#> [9687,] 0.0000000
#> [9688,] 0.0000000
#> [9689,] 0.0000000
#> [9690,] 0.0000000
#> [9691,] 0.0000000
#> [9692,] 0.0000000
#> [9693,] 0.0000000
#> [9694,] 0.0000000
#> [9695,] 0.0000000
#> [9696,] 0.0000000
#> [9697,] 0.0000000
#> [9698,] 0.0000000
#> [9699,] 0.0000000
#> [9700,] 0.0000000
#> [9701,] 0.0000000
#> [9702,] 0.0000000
#> [9703,] 0.0000000
#> [9704,] 0.0000000
#> [9705,] 0.0000000
#> [9706,] 0.0000000
#> [9707,] 0.0000000
#> [9708,] 0.0000000
#> [9709,] 0.0000000
#> [9710,] 0.0000000
#> [9711,] 0.0000000
#> [9712,] 0.0000000
#> [9713,] 0.0000000
#> [9714,] 0.0000000
#> [9715,] 0.0000000
#> [9716,] 0.0000000
#> [9717,] 0.0000000
#> [9718,] 0.0000000
#> [9719,] 0.0000000
#> [9720,] 0.0000000
#> [9721,] 0.0000000
#> [9722,] 0.0000000
#> [9723,] 0.0000000
#> [9724,] 0.0000000
#> [9725,] 0.0000000
#> [9726,] 1.9261367
#> [9727,] 0.0000000
#> [9728,] 0.0000000
#> [9729,] 0.0000000
#> [9730,] 13.4693338
#> [9731,] 0.0000000
#> [9732,] 0.0000000
#> [9733,] 0.0000000
#> [9734,] 0.0000000
#> [9735,] 0.0000000
#> [9736,] 0.0000000
#> [9737,] 0.0000000
#> [9738,] 0.0000000
#> [9739,] 0.0000000
#> [9740,] 0.0000000
#> [9741,] 0.0000000
#> [9742,] 0.0000000
#> [9743,] 0.0000000
#> [9744,] 0.0000000
#> [9745,] 0.0000000
#> [9746,] 0.0000000
#> [9747,] 0.0000000
#> [9748,] 0.0000000
#> [9749,] 0.0000000
#> [9750,] 0.0000000
#> [9751,] 0.0000000
#> [9752,] 0.0000000
#> [9753,] 0.0000000
#> [9754,] 6.0745061
#> [9755,] 0.0000000
#> [9756,] 0.0000000
#> [9757,] 0.0000000
#> [9758,] 0.0000000
#> [9759,] 0.0000000
#> [9760,] 0.0000000
#> [9761,] 0.0000000
#> [9762,] 0.0000000
#> [9763,] 0.0000000
#> [9764,] 0.0000000
#> [9765,] 0.0000000
#> [9766,] 0.0000000
#> [9767,] 0.0000000
#> [9768,] 0.0000000
#> [9769,] 0.0000000
#> [9770,] 0.0000000
#> [9771,] 0.0000000
#> [9772,] 0.0000000
#> [9773,] 0.0000000
#> [9774,] 0.0000000
#> [9775,] 0.0000000
#> [9776,] 0.0000000
#> [9777,] 0.0000000
#> [9778,] 0.0000000
#> [9779,] 0.0000000
#> [9780,] 0.0000000
#> [9781,] 0.4772449
#> [9782,] 0.0000000
#> [9783,] 0.0000000
#> [9784,] 0.0000000
#> [9785,] 0.0000000
#> [9786,] 0.0000000
#> [9787,] 0.0000000
#> [9788,] 0.0000000
#> [9789,] 0.0000000
#> [9790,] 0.0000000
#> [9791,] 0.0000000
#> [9792,] 1.5684042
#> [9793,] 0.0000000
#> [9794,] 0.0000000
#> [9795,] 0.0000000
#> [9796,] 0.0000000
#> [9797,] 0.0000000
#> [9798,] 0.0000000
#> [9799,] 0.0000000
#> [9800,] 8.9318124
#> [9801,] 0.0000000
#> [9802,] 0.0000000
#> [9803,] 0.0000000
#> [9804,] 0.0000000
#> [9805,] 0.0000000
#> [9806,] 0.0000000
#> [9807,] 0.0000000
#> [9808,] 0.0000000
#> [9809,] 0.0000000
#> [9810,] 0.0000000
#> [9811,] 0.0000000
#> [9812,] 0.0000000
#> [9813,] 43.5277388
#> [9814,] 0.0000000
#> [9815,] 0.0000000
#> [9816,] 0.0000000
#> [9817,] 0.0000000
#> [9818,] 0.0000000
#> [9819,] 0.0000000
#> [9820,] 0.0000000
#> [9821,] 0.0000000
#> [9822,] 0.0000000
#> [9823,] 0.0000000
#> [9824,] 0.0000000
#> [9825,] 0.0000000
#> [9826,] 0.0000000
#> [9827,] 0.0000000
#> [9828,] 0.0000000
#> [9829,] 0.0000000
#> [9830,] 0.0000000
#> [9831,] 0.0000000
#> [9832,] 0.0000000
#> [9833,] 0.0000000
#> [9834,] 0.0000000
#> [9835,] 0.0000000
#> [9836,] 0.0000000
#> [9837,] 0.0000000
#> [9838,] 0.0000000
#> [9839,] 0.0000000
#> [9840,] 0.0000000
#> [9841,] 0.0000000
#> [9842,] 0.0000000
#> [9843,] 0.0000000
#> [9844,] 0.0000000
#> [9845,] 0.0000000
#> [9846,] 0.8365838
#> [9847,] 0.0000000
#> [9848,] 0.0000000
#> [9849,] 0.0000000
#> [9850,] 0.0000000
#> [9851,] 0.0000000
#> [9852,] 0.0000000
#> [9853,] 11.0492546
#> [9854,] 0.0000000
#> [9855,] 0.0000000
#> [9856,] 0.0000000
#> [9857,] 0.0000000
#> [9858,] 0.0000000
#> [9859,] 1.5015162
#> [9860,] 0.0000000
#> [9861,] 0.0000000
#> [9862,] 0.0000000
#> [9863,] 0.0000000
#> [9864,] 0.0000000
#> [9865,] 0.0000000
#> [9866,] 0.0000000
#> [9867,] 0.0000000
#> [9868,] 4.1263963
#> [9869,] 0.0000000
#> [9870,] 0.0000000
#> [9871,] 0.0000000
#> [9872,] 0.0000000
#> [9873,] 1.2639661
#> [9874,] 0.0000000
#> [9875,] 0.0000000
#> [9876,] 0.0000000
#> [9877,] 6.0805183
#> [9878,] 0.0000000
#> [9879,] 0.0000000
#> [9880,] 0.0000000
#> [9881,] 0.0000000
#> [9882,] 0.0000000
#> [9883,] 0.0000000
#> [9884,] 0.0000000
#> [9885,] 0.0000000
#> [9886,] 0.0000000
#> [9887,] 0.0000000
#> [9888,] 0.0000000
#> [9889,] 0.0000000
#> [9890,] 0.0000000
#> [9891,] 0.0000000
#> [9892,] 4.4439140
#> [9893,] 0.0000000
#> [9894,] 0.0000000
#> [9895,] 0.0000000
#> [9896,] 0.0000000
#> [9897,] 9.2509218
#> [9898,] 0.0000000
#> [9899,] 2.3602622
#> [9900,] 0.0000000
#> [9901,] 0.0000000
#> [9902,] 0.0000000
#> [9903,] 0.0000000
#> [9904,] 0.0000000
#> [9905,] 0.0000000
#> [9906,] 0.0000000
#> [9907,] 0.0000000
#> [9908,] 4.2955360
#> [9909,] 0.0000000
#> [9910,] 0.0000000
#> [9911,] 11.0443720
#> [9912,] 0.0000000
#> [9913,] 0.0000000
#> [9914,] 0.0000000
#> [9915,] 0.0000000
#> [9916,] 0.0000000
#> [9917,] 0.0000000
#> [9918,] 0.0000000
#> [9919,] 0.0000000
#> [9920,] 0.0000000
#> [9921,] 0.0000000
#> [9922,] 0.0000000
#> [9923,] 0.0000000
#> [9924,] 0.0000000
#> [9925,] 0.0000000
#> [9926,] 0.0000000
#> [9927,] 0.0000000
#> [9928,] 1.1719566
#> [9929,] 0.0000000
#> [9930,] 0.0000000
#> [9931,] 0.0000000
#> [9932,] 0.0000000
#> [9933,] 0.0000000
#> [9934,] 0.0000000
#> [9935,] 0.0000000
#> [9936,] 0.0000000
#> [9937,] 0.0000000
#> [9938,] 0.0000000
#> [9939,] 0.0000000
#> [9940,] 0.0000000
#> [9941,] 0.0000000
#> [9942,] 0.0000000
#> [9943,] 0.0000000
#> [9944,] 0.0000000
#> [9945,] 0.0000000
#> [9946,] 0.0000000
#> [9947,] 0.0000000
#> [9948,] 0.0000000
#> [9949,] 0.0000000
#> [9950,] 0.0000000
#> [9951,] 0.0000000
#> [9952,] 0.0000000
#> [9953,] 0.0000000
#> [9954,] 0.0000000
#> [9955,] 0.0000000
#> [9956,] 0.0000000
#> [9957,] 0.0000000
#> [9958,] 0.0000000
#> [9959,] 0.0000000
#> [9960,] 0.0000000
#> [9961,] 101.7673101
#> [9962,] 0.0000000
#> [9963,] 0.0000000
#> [9964,] 0.0000000
#> [9965,] 0.0000000
#> [9966,] 0.0000000
#> [9967,] 0.0000000
#> [9968,] 0.0000000
#> [9969,] 0.0000000
#> [9970,] 0.0000000
#> [9971,] 0.0000000
#> [9972,] 5.2177075
#> [9973,] 0.0000000
#> [9974,] 0.0000000
#> [9975,] 0.0000000
#> [9976,] 0.0000000
#> [9977,] 0.0000000
#> [9978,] 0.0000000
#> [9979,] 0.0000000
#> [9980,] 30.3481263
#> [9981,] 10.8285354
#> [9982,] 0.0000000
#> [9983,] 0.0000000
#> [9984,] 1.9206904
#> [9985,] 0.0000000
#> [9986,] 0.0000000
#> [9987,] 0.0000000
#> [9988,] 0.0000000
#> [9989,] 0.0000000
#> [9990,] 0.0000000
#> [9991,] 0.0000000
#> [9992,] 0.0000000
#> [9993,] 0.0000000
#> [9994,] 3.3525666
#> [9995,] 0.0000000
#> [9996,] 55.9761306
#> [9997,] 0.0000000
#> [9998,] 0.0000000
#> [9999,] 0.0000000
#> [10000,] 0.0000000
#>
#> $xc
#> [,1] [,2] [,3]
#> [1,] 2.166963236 1.370536637 1
#> [2,] 1.082571401 0.536497393 1
#> [3,] -1.415855784 2.392717931 1
#> [4,] -1.041151939 0.359981775 1
#> [5,] -0.003160818 2.913994150 1
#> [6,] -2.042421082 1.383583556 1
#> [7,] 1.655516719 0.080173549 1
#> [8,] -0.435163885 -0.024862941 1
#> [9,] -0.436490040 -1.141050039 1
#> [10,] -0.379159578 -1.584463107 1
#> [11,] -2.068646941 -1.705225480 1
#> [12,] 1.316935636 0.221712871 1
#> [13,] 1.659178309 -2.270239101 1
#> [14,] -1.423737544 2.103948219 1
#> [15,] -1.568344904 -0.565221062 1
#> [16,] -2.108866841 -0.818391000 1
#> [17,] 0.335905197 0.716558594 1
#> [18,] -0.790047232 -1.640104107 1
#> [19,] 1.147342040 2.573192710 1
#> [20,] 2.564282605 -1.291394729 1
#> [21,] -1.136641907 -2.585753914 1
#> [22,] 2.199518749 -0.499295749 1
#> [23,] 1.644133702 -2.565907065 1
#> [24,] 1.009513112 0.343575055 1
#> [25,] 0.769177759 -1.368278105 1
#> [26,] 0.030156232 -1.867342754 1
#> [27,] -2.004996708 1.910010202 1
#> [28,] 0.547248375 -0.751471579 1
#> [29,] 0.475758217 -0.203931092 1
#> [30,] -0.300534638 1.992393101 1
#> [31,] -1.511347719 2.347433500 1
#> [32,] 3.700135598 -0.879256591 1
#> [33,] 0.494336810 -0.480266192 1
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#> [407,] 3.019557605 2.717113100 1
#> [408,] 2.058836782 2.322279785 1
#> [409,] -1.001155643 -1.114284038 1
#> [410,] 1.935398845 0.842008179 1
#> [411,] 0.735467626 -2.145812017 1
#> [412,] 3.209666360 -0.175782591 1
#> [413,] -0.590356016 -1.033430516 1
#> [414,] 0.629508621 -1.143751897 1
#> [415,] 1.484315722 -0.248712810 1
#> [416,] -0.665743997 0.845914907 1
#> [417,] 1.791952789 1.944734206 1
#> [418,] 2.867702155 -1.582010093 1
#> [419,] -0.634781744 -0.250230277 1
#> [420,] 1.011441139 -1.381636444 1
#> [421,] 0.295212790 -2.190930817 1
#> [422,] -0.520035935 2.836492404 1
#> [423,] -2.931580254 -1.216601602 1
#> [424,] 1.573079618 -2.087811170 1
#> [425,] -0.450760838 -0.367502096 1
#> [426,] -0.392356577 0.647503198 1
#> [427,] -0.103913982 0.277878229 1
#> [428,] 2.603648040 -1.643226753 1
#> [429,] -0.934202919 -3.231562640 1
#> [430,] -0.871889485 0.402396782 1
#> [431,] 2.143323152 1.355044614 1
#> [432,] -2.775994627 0.835394101 1
#> [433,] 1.354719446 -0.731926683 1
#> [434,] -1.297562213 1.647002161 1
#> [435,] -1.153861049 1.423319911 1
#> [436,] -1.016583214 -1.568536196 1
#> [437,] 2.076599381 -1.771948373 1
#> [438,] -2.952697102 -2.111967290 1
#> [439,] -0.339174070 0.557798402 1
#> [440,] -0.459715128 0.866057221 1
#> [441,] 1.704408862 -2.043108648 1
#> [442,] 0.912004114 -2.860297613 1
#> [443,] 0.780727421 -0.152915908 1
#> [444,] 1.953712073 -1.912824203 1
#> [445,] 0.623557859 -1.204887700 1
#> [446,] 1.102459411 -0.144256010 1
#> [447,] -0.967651643 1.964117246 1
#> [448,] -0.510444048 -3.522299543 1
#> [449,] 0.994261089 -1.841845269 1
#> [450,] -0.461535015 0.681351734 1
#> [451,] 1.886308394 -0.513297122 1
#> [452,] -1.351357748 1.842420296 1
#> [453,] -2.560555078 -0.469835855 1
#> [454,] 1.688909815 1.834833732 1
#> [455,] -2.250678491 0.284712340 1
#> [456,] 2.270102039 1.924482762 1
#> [457,] -0.981739645 -1.498010853 1
#> [458,] -0.043240361 -3.025775950 1
#> [459,] 0.040788650 2.279852167 1
#> [460,] -0.133838585 2.112249995 1
#> [461,] -0.061079317 -0.083811635 1
#> [462,] 0.416504712 1.782581518 1
#> [463,] -3.343773376 1.864636448 1
#> [464,] 0.416965545 0.903652267 1
#> [465,] 0.026962846 0.697023819 1
#> [466,] -1.756249467 -2.049769661 1
#> [467,] 2.231209889 -1.129381826 1
#> [468,] -1.312770236 -3.010772774 1
#> [469,] -3.508286674 -1.335237823 1
#> [470,] -3.840101340 -0.773117797 1
#> [471,] -0.061018174 -0.241083080 1
#> [472,] -1.575275304 2.365834062 1
#> [473,] 2.353433085 -0.694609333 1
#> [474,] 1.142223456 0.689373974 1
#> [475,] 0.228383840 -2.913590071 1
#> [476,] -0.698956544 1.744316183 1
#> [477,] -1.825985904 -2.049475258 1
#> [478,] -3.903077942 0.326405383 1
#> [479,] -2.110606896 0.203876780 1
#> [480,] -1.240163130 -2.625795562 1
#> [481,] 1.001806013 -0.360400515 1
#> [482,] 1.554060881 -0.598574104 1
#> [483,] -2.421296697 1.207130455 1
#> [484,] 1.685829618 -1.439277259 1
#> [485,] 1.041801677 -1.234630277 1
#> [486,] 0.969489705 -0.409947089 1
#> [487,] -0.459312486 -3.963763837 1
#> [488,] -1.612837233 1.520012155 1
#> [489,] -1.869309327 -0.655637135 1
#> [490,] 0.073987499 1.376784478 1
#> [491,] 2.540025793 0.906067624 1
#> [492,] -3.112387347 0.275242031 1
#> [493,] 0.282218088 0.452637847 1
#> [494,] -1.288415685 -2.146702478 1
#> [495,] -2.912314467 0.105894399 1
#> [496,] -0.195064627 3.452595072 1
#> [497,] 0.471317803 2.835806692 1
#> [498,] 1.615795384 2.363491058 1
#> [499,] 0.133964051 0.195973787 1
#> [500,] -1.251512340 -0.587172206 1
#> [501,] 0.588784400 -0.742695107 1
#> [502,] -1.088846121 -2.152760583 1
#> [503,] 3.563951184 0.777955854 1
#> [504,] -2.369889177 -1.177407356 1
#> [505,] -0.378833531 1.027964548 1
#> [506,] -0.559380921 -0.079011325 1
#> [507,] 1.387862832 -1.085700857 1
#> [508,] -1.692797706 1.021394322 1
#> [509,] -2.408589358 1.907575511 1
#> [510,] -0.164311444 -0.028604025 1
#> [511,] -2.084456662 -1.206367012 1
#> [512,] 0.172796310 3.641230411 1
#> [513,] 0.359122162 -3.175118551 1
#> [514,] 0.126872195 0.613082368 1
#> [515,] 0.447404356 0.515130229 1
#> [516,] -1.008535412 0.841481630 1
#> [517,] -1.052679499 0.805241903 1
#> [518,] -2.450440978 1.447106321 1
#> [519,] -0.067881605 0.399667699 1
#> [520,] -2.139090431 1.611561380 1
#> [521,] 2.291098567 -0.775943093 1
#> [522,] -0.581890542 0.214658880 1
#> [523,] -1.788906140 3.048057268 1
#> [524,] -0.415626165 3.102748535 1
#> [525,] -1.950451954 1.125193007 1
#> [526,] -1.160245599 2.452217952 1
#> [527,] 0.436516856 0.545011669 1
#> [528,] -3.392052742 -0.813774348 1
#> [529,] 0.837284318 -0.616858665 1
#> [530,] -0.638214451 -2.234027157 1
#> [531,] -2.244939019 -0.447468825 1
#> [532,] 1.626201405 -2.259377911 1
#> [533,] 0.075264305 -0.361518845 1
#> [534,] -0.387158097 -0.530140793 1
#> [535,] 1.949649299 1.931499890 1
#> [536,] -1.785117095 2.010741311 1
#> [537,] 1.665610125 -0.373572114 1
#> [538,] -2.210817204 -2.713029907 1
#> [539,] -1.359834436 1.954581368 1
#> [540,] -0.549668565 -0.817979307 1
#> [541,] 0.525342607 -2.151839178 1
#> [542,] -0.841459532 0.948231106 1
#> [543,] -0.561670647 2.064027984 1
#> [544,] -1.838446305 1.613770351 1
#> [545,] -0.911946575 -1.043867980 1
#> [546,] -1.110009939 1.669127275 1
#> [547,] -1.580969191 0.335859588 1
#> [548,] 0.012095444 -0.204031367 1
#> [549,] -1.184741222 -0.674927042 1
#> [550,] -2.052961748 1.717738129 1
#> [551,] -3.345500407 0.419953559 1
#> [552,] 2.149306387 -0.271638385 1
#> [553,] -2.686071758 -0.625058000 1
#> [554,] -0.384166296 -3.056124469 1
#> [555,] 2.091823300 2.042584744 1
#> [556,] 3.092557156 1.173085079 1
#> [557,] -1.906389773 -1.915827701 1
#> [558,] 2.393028031 0.589283981 1
#> [559,] 0.494511514 -0.180320806 1
#> [560,] 0.574934911 1.675292724 1
#> [561,] 1.424493811 2.201709691 1
#> [562,] 2.714760198 1.420698614 1
#> [563,] 2.140863099 2.417111153 1
#> [564,] 0.901249992 -0.566006882 1
#> [565,] -1.453547775 2.079480969 1
#> [566,] -0.266395680 2.287768842 1
#> [567,] -0.980801346 -0.780397463 1
#> [568,] 1.940683141 -2.082899668 1
#> [569,] 1.249381933 -2.751447647 1
#> [570,] -2.500977227 -0.819242015 1
#> [571,] 2.047988865 2.210900177 1
#> [572,] 0.560254076 0.223745734 1
#> [573,] -2.282695323 2.022138748 1
#> [574,] 0.457875412 -1.105557928 1
#> [575,] -0.535442412 -0.219436793 1
#> [576,] 1.847121724 0.715620687 1
#> [577,] 1.720579309 1.300691920 1
#> [578,] -0.706546899 0.947685480 1
#> [579,] -1.596498681 -1.640175236 1
#> [580,] -0.408536110 0.552247512 1
#> [581,] -2.264268012 1.143576056 1
#> [582,] -2.730769236 -0.627547634 1
#> [583,] -0.622250047 -2.302205060 1
#> [584,] -1.027429348 0.752891676 1
#> [585,] -1.374320134 -0.249918988 1
#> [586,] -1.783252171 2.817477561 1
#> [587,] 0.698292546 -1.362584655 1
#> [588,] -1.972445374 -0.560646597 1
#> [589,] -1.929002798 0.816031857 1
#> [590,] 1.133546692 1.984117098 1
#> [591,] 0.653503698 2.883643959 1
#> [592,] -1.027425400 -0.805163785 1
#> [593,] 1.408721064 -0.729490511 1
#> [594,] -1.771845944 -1.539000428 1
#> [595,] 2.436327041 2.482955386 1
#> [596,] 2.363831533 -0.966730850 1
#> [597,] 2.461388013 0.996257938 1
#> [598,] 1.703473232 -1.558532886 1
#> [599,] -2.977935489 -0.468240600 1
#> [600,] 1.719843624 -2.049702484 1
#> [601,] -0.568005903 0.125565880 1
#> [602,] 0.676963804 -0.536073656 1
#> [603,] -0.574670294 -1.584382971 1
#> [604,] -1.815026184 -1.696440355 1
#> [605,] -1.127821717 2.154038506 1
#> [606,] 1.361246535 -0.304468140 1
#> [607,] -1.083301595 -0.486652494 1
#> [608,] -1.216370962 0.069232438 1
#> [609,] -3.280452204 -0.827170889 1
#> [610,] 2.061366018 -1.593715816 1
#> [611,] 0.766850381 -2.644570643 1
#> [612,] -1.193233122 3.373630089 1
#> [613,] 0.424011459 0.488686167 1
#> [614,] 0.750523826 -2.596837013 1
#> [615,] -1.253436220 -1.996972809 1
#> [616,] -1.141846127 -1.780866049 1
#> [617,] 2.182423087 -1.731716800 1
#> [618,] -1.789163918 1.233735692 1
#> [619,] -1.237650842 -0.665423528 1
#> [620,] -2.168313379 -1.990163463 1
#> [621,] 1.491054802 -2.119105450 1
#> [622,] 0.077128761 -1.004119799 1
#> [623,] 1.973372205 -1.295471846 1
#> [624,] 1.847895123 -2.456721539 1
#> [625,] 0.833788822 -1.576385686 1
#> [626,] -1.878922224 -1.386299030 1
#> [627,] -1.542920829 1.510851052 1
#> [628,] 0.847105315 -1.684774237 1
#> [629,] 3.141894563 0.685466975 1
#> [630,] -1.802973470 1.787729381 1
#> [631,] -3.444131618 1.339196341 1
#> [632,] -1.967257559 0.802855884 1
#> [633,] 1.331100491 -0.336893866 1
#> [634,] 1.150712070 -0.705966277 1
#> [635,] 1.156058035 2.712081271 1
#> [636,] -2.295314629 1.705513011 1
#> [637,] 1.242190956 1.129957714 1
#> [638,] 3.159286398 -0.200835741 1
#> [639,] -1.145663516 2.203736988 1
#> [640,] -0.690072242 1.284219300 1
#> [641,] -0.183523916 -0.133364718 1
#> [642,] 2.238306190 -0.848053032 1
#> [643,] -3.370328730 -0.447280336 1
#> [644,] -1.900426329 0.212013557 1
#> [645,] 1.088501429 0.505899792 1
#> [646,] 1.047270174 1.045400328 1
#> [647,] 0.998517316 2.808578635 1
#> [648,] -0.506770598 2.039963062 1
#> [649,] -0.878290529 -2.055075195 1
#> [650,] -3.342697463 -0.038513451 1
#> [651,] 1.600009696 -0.177573094 1
#> [652,] -1.302453920 -1.395121366 1
#> [653,] -0.422325189 0.560043379 1
#> [654,] -1.988711961 0.459873562 1
#> [655,] 1.256037287 1.303731316 1
#> [656,] -1.225815850 -2.432333528 1
#> [657,] -0.548227262 -2.404411704 1
#> [658,] -1.366739425 2.434782673 1
#> [659,] 2.322133000 0.927476327 1
#> [660,] 2.075954122 -1.057658822 1
#> [661,] 0.907889725 -1.825371898 1
#> [662,] -1.204189421 -2.562762009 1
#> [663,] -1.897441106 -1.231324044 1
#> [664,] 0.717605783 -1.108240419 1
#> [665,] 1.503600129 -2.663616547 1
#> [666,] -0.206060226 0.774216257 1
#> [667,] -1.935416300 -1.092365510 1
#> [668,] -0.306989152 -1.757121129 1
#> [669,] 0.203282021 0.304372231 1
#> [670,] 2.625600184 -0.789085627 1
#> [671,] 1.870583470 1.380683049 1
#> [672,] -1.021681673 0.594389120 1
#>
#> $yc
#> [1] 1 1 1 1 1 -1 1 -1 -1 -1 -1 1 -1 1 1 -1 1 -1 1 1 -1 1 -1 1 1
#> [26] -1 -1 1 -1 1 1 1 -1 -1 -1 1 -1 -1 1 1 -1 1 1 -1 1 1 1 1 1 -1
#> [51] -1 1 1 -1 -1 -1 1 -1 -1 1 1 1 -1 -1 1 -1 -1 1 -1 1 -1 1 1 1 -1
#> [76] 1 -1 -1 1 1 1 -1 1 1 1 1 1 1 -1 -1 1 1 1 1 -1 1 1 1 -1 1
#> [101] 1 1 1 1 1 1 1 -1 -1 -1 1 -1 -1 -1 1 1 1 1 -1 1 1 1 -1 -1 1
#> [126] -1 1 1 -1 -1 1 1 -1 1 1 1 1 1 1 -1 1 -1 -1 -1 -1 1 1 1 1 1
#> [151] -1 -1 -1 1 -1 -1 -1 1 1 -1 1 -1 1 -1 -1 -1 1 1 -1 -1 -1 -1 1 1 -1
#> [176] 1 1 1 -1 1 1 -1 -1 -1 1 -1 -1 1 1 1 -1 -1 -1 1 1 1 1 -1 1 -1
#> [201] 1 1 1 1 1 1 1 -1 -1 1 1 -1 1 -1 1 -1 1 1 1 -1 -1 -1 1 -1 -1
#> [226] -1 -1 1 1 -1 -1 -1 1 1 1 1 1 -1 -1 1 -1 -1 -1 1 1 1 -1 1 -1 1
#> [251] 1 -1 -1 -1 -1 1 -1 -1 -1 -1 -1 1 1 1 -1 1 1 1 1 1 -1 1 -1 1 1
#> [276] 1 -1 1 1 1 1 1 -1 1 -1 -1 1 -1 -1 1 1 1 1 1 -1 1 1 1 1 -1
#> [301] -1 -1 -1 -1 1 -1 1 1 1 -1 1 1 -1 1 1 1 1 1 -1 1 1 1 1 1 1
#> [326] -1 -1 1 1 -1 -1 -1 1 -1 -1 1 1 -1 -1 -1 -1 -1 1 -1 1 1 1 1 1 1
#> [351] 1 -1 -1 -1 -1 -1 -1 1 -1 -1 1 -1 1 -1 1 1 -1 1 1 -1 -1 1 1 -1 -1
#> [376] 1 1 -1 1 -1 1 1 -1 -1 1 1 1 1 -1 1 1 1 -1 1 1 1 -1 1 1 1
#> [401] 1 -1 -1 -1 -1 -1 1 1 -1 1 -1 1 -1 -1 1 1 1 1 1 1 -1 1 -1 -1 1
#> [426] -1 1 -1 -1 1 1 -1 -1 1 1 -1 -1 -1 -1 -1 -1 -1 1 -1 -1 -1 1 -1 -1 1
#> [451] 1 1 -1 1 -1 1 -1 -1 1 1 1 1 -1 1 -1 -1 1 -1 -1 -1 1 1 1 1 -1
#> [476] 1 -1 -1 -1 -1 -1 1 -1 1 -1 1 -1 -1 -1 1 1 -1 1 -1 -1 1 1 1 -1 -1
#> [501] -1 -1 1 -1 1 1 -1 1 -1 1 -1 1 -1 1 -1 -1 1 -1 1 1 1 1 1 1 -1
#> [526] 1 1 -1 1 -1 -1 -1 -1 1 1 -1 -1 -1 -1 -1 -1 1 1 -1 -1 -1 1 1 -1 -1
#> [551] -1 1 -1 -1 1 1 -1 1 -1 1 1 1 1 -1 1 1 1 -1 -1 -1 1 1 -1 -1 -1
#> [576] 1 1 1 -1 -1 -1 -1 -1 1 -1 1 1 -1 -1 1 1 -1 -1 -1 1 1 1 1 -1 -1
#> [601] 1 -1 -1 -1 1 -1 -1 1 -1 1 -1 1 1 -1 -1 -1 1 1 -1 -1 -1 1 1 -1 -1
#> [626] -1 1 1 1 1 -1 -1 -1 1 1 -1 1 1 1 1 1 1 -1 -1 1 1 1 1 -1 -1
#> [651] -1 -1 1 1 1 -1 -1 1 1 1 -1 -1 -1 1 -1 1 -1 -1 -1 1 1 -1
#>
## change maximum coreset size
get_coreset_uniform(data$x, data$y, m = 500)
#> $datapoints_selected
#> [1] 22 54 96 109 119 154 191 194 195 212 280 295 304 331 351
#> [16] 362 405 441 449 450 459 532 545 552 558 587 726 735 762 782
#> [31] 787 830 848 862 896 967 973 975 984 989 1008 1010 1020 1063 1078
#> [46] 1140 1172 1190 1202 1271 1372 1380 1412 1417 1501 1523 1537 1644 1656 1669
#> [61] 1767 1814 1816 1824 1890 1900 2018 2042 2075 2094 2105 2112 2120 2124 2144
#> [76] 2159 2187 2246 2275 2280 2287 2288 2305 2307 2315 2322 2326 2328 2385 2399
#> [91] 2409 2444 2474 2492 2514 2567 2574 2602 2615 2638 2642 2645 2659 2668 2684
#> [106] 2713 2729 2749 2768 2771 2778 2831 2848 2892 2910 2941 2954 3029 3033 3034
#> [121] 3045 3076 3102 3113 3133 3148 3168 3174 3241 3250 3258 3262 3287 3288 3305
#> [136] 3307 3331 3355 3358 3411 3437 3444 3455 3489 3492 3512 3526 3545 3568 3594
#> [151] 3621 3625 3640 3708 3753 3763 3808 3811 3855 3881 3885 3936 3941 3943 3957
#> [166] 3966 3989 4000 4013 4022 4043 4048 4052 4054 4069 4093 4121 4125 4146 4163
#> [181] 4165 4179 4182 4191 4203 4239 4257 4260 4272 4322 4348 4370 4376 4377 4394
#> [196] 4400 4416 4422 4423 4516 4523 4532 4550 4557 4591 4632 4648 4665 4705 4712
#> [211] 4729 4755 4783 4811 4867 4876 4894 4900 4950 4960 4980 4982 5006 5064 5171
#> [226] 5177 5197 5214 5245 5281 5314 5328 5407 5410 5453 5469 5473 5513 5516 5531
#> [241] 5548 5574 5626 5627 5707 5708 5732 5761 5780 5813 5852 5869 5886 5903 5987
#> [256] 6030 6095 6114 6145 6152 6171 6292 6293 6297 6336 6360 6427 6450 6500 6519
#> [271] 6532 6539 6543 6606 6643 6648 6696 6785 6805 6836 6845 6855 6872 6877 6887
#> [286] 6902 6911 6965 7019 7022 7054 7061 7097 7130 7164 7195 7245 7268 7293 7383
#> [301] 7408 7474 7478 7528 7539 7542 7599 7621 7632 7633 7644 7679 7698 7701 7722
#> [316] 7844 7855 7858 7878 7880 7897 7921 7923 7947 7949 8027 8059 8069 8085 8131
#> [331] 8156 8219 8222 8236 8337 8353 8361 8365 8369 8505 8514 8557 8579 8597 8619
#> [346] 8649 8660 8801 8849 8902 8948 8950 9002 9021 9022 9026 9038 9039 9061 9077
#> [361] 9109 9119 9138 9148 9152 9165 9169 9178 9180 9204 9268 9316 9318 9330 9347
#> [376] 9391 9424 9429 9440 9539 9544 9547 9585 9588 9589 9636 9651 9726 9730 9754
#> [391] 9846 9853 9859 9877 9892 9897 9899 9908 9961 9981 9984
#>
#> $weights
#> [,1]
#> [1,] 0.0000000
#> [2,] 0.0000000
#> [3,] 0.0000000
#> [4,] 0.0000000
#> [5,] 0.0000000
#> [6,] 0.0000000
#> [7,] 0.0000000
#> [8,] 0.0000000
#> [9,] 0.0000000
#> [10,] 0.0000000
#> [11,] 0.0000000
#> [12,] 0.0000000
#> [13,] 0.0000000
#> [14,] 0.0000000
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#> [9552,] 0.0000000
#> [9553,] 0.0000000
#> [9554,] 0.0000000
#> [9555,] 0.0000000
#> [9556,] 0.0000000
#> [9557,] 0.0000000
#> [9558,] 0.0000000
#> [9559,] 0.0000000
#> [9560,] 0.0000000
#> [9561,] 0.0000000
#> [9562,] 0.0000000
#> [9563,] 0.0000000
#> [9564,] 0.0000000
#> [9565,] 0.0000000
#> [9566,] 0.0000000
#> [9567,] 0.0000000
#> [9568,] 0.0000000
#> [9569,] 0.0000000
#> [9570,] 0.0000000
#> [9571,] 0.0000000
#> [9572,] 0.0000000
#> [9573,] 0.0000000
#> [9574,] 0.0000000
#> [9575,] 0.0000000
#> [9576,] 0.0000000
#> [9577,] 0.0000000
#> [9578,] 0.0000000
#> [9579,] 0.0000000
#> [9580,] 0.0000000
#> [9581,] 0.0000000
#> [9582,] 0.0000000
#> [9583,] 0.0000000
#> [9584,] 0.0000000
#> [9585,] 28.8438500
#> [9586,] 0.0000000
#> [9587,] 0.0000000
#> [9588,] 2.4795572
#> [9589,] 4.7471380
#> [9590,] 0.0000000
#> [9591,] 0.0000000
#> [9592,] 0.0000000
#> [9593,] 0.0000000
#> [9594,] 0.0000000
#> [9595,] 0.0000000
#> [9596,] 0.0000000
#> [9597,] 0.0000000
#> [9598,] 0.0000000
#> [9599,] 0.0000000
#> [9600,] 0.0000000
#> [9601,] 0.0000000
#> [9602,] 0.0000000
#> [9603,] 0.0000000
#> [9604,] 0.0000000
#> [9605,] 0.0000000
#> [9606,] 0.0000000
#> [9607,] 0.0000000
#> [9608,] 0.0000000
#> [9609,] 0.0000000
#> [9610,] 0.0000000
#> [9611,] 0.0000000
#> [9612,] 0.0000000
#> [9613,] 0.0000000
#> [9614,] 0.0000000
#> [9615,] 0.0000000
#> [9616,] 0.0000000
#> [9617,] 0.0000000
#> [9618,] 0.0000000
#> [9619,] 0.0000000
#> [9620,] 0.0000000
#> [9621,] 0.0000000
#> [9622,] 0.0000000
#> [9623,] 0.0000000
#> [9624,] 0.0000000
#> [9625,] 0.0000000
#> [9626,] 0.0000000
#> [9627,] 0.0000000
#> [9628,] 0.0000000
#> [9629,] 0.0000000
#> [9630,] 0.0000000
#> [9631,] 0.0000000
#> [9632,] 0.0000000
#> [9633,] 0.0000000
#> [9634,] 0.0000000
#> [9635,] 0.0000000
#> [9636,] 7.6709913
#> [9637,] 0.0000000
#> [9638,] 0.0000000
#> [9639,] 0.0000000
#> [9640,] 0.0000000
#> [9641,] 0.0000000
#> [9642,] 0.0000000
#> [9643,] 0.0000000
#> [9644,] 0.0000000
#> [9645,] 0.0000000
#> [9646,] 0.0000000
#> [9647,] 0.0000000
#> [9648,] 0.0000000
#> [9649,] 0.0000000
#> [9650,] 0.0000000
#> [9651,] 2.8248462
#> [9652,] 0.0000000
#> [9653,] 0.0000000
#> [9654,] 0.0000000
#> [9655,] 0.0000000
#> [9656,] 0.0000000
#> [9657,] 0.0000000
#> [9658,] 0.0000000
#> [9659,] 0.0000000
#> [9660,] 0.0000000
#> [9661,] 0.0000000
#> [9662,] 0.0000000
#> [9663,] 0.0000000
#> [9664,] 0.0000000
#> [9665,] 0.0000000
#> [9666,] 0.0000000
#> [9667,] 0.0000000
#> [9668,] 0.0000000
#> [9669,] 0.0000000
#> [9670,] 0.0000000
#> [9671,] 0.0000000
#> [9672,] 0.0000000
#> [9673,] 0.0000000
#> [9674,] 0.0000000
#> [9675,] 0.0000000
#> [9676,] 0.0000000
#> [9677,] 0.0000000
#> [9678,] 0.0000000
#> [9679,] 0.0000000
#> [9680,] 0.0000000
#> [9681,] 0.0000000
#> [9682,] 0.0000000
#> [9683,] 0.0000000
#> [9684,] 0.0000000
#> [9685,] 0.0000000
#> [9686,] 0.0000000
#> [9687,] 0.0000000
#> [9688,] 0.0000000
#> [9689,] 0.0000000
#> [9690,] 0.0000000
#> [9691,] 0.0000000
#> [9692,] 0.0000000
#> [9693,] 0.0000000
#> [9694,] 0.0000000
#> [9695,] 0.0000000
#> [9696,] 0.0000000
#> [9697,] 0.0000000
#> [9698,] 0.0000000
#> [9699,] 0.0000000
#> [9700,] 0.0000000
#> [9701,] 0.0000000
#> [9702,] 0.0000000
#> [9703,] 0.0000000
#> [9704,] 0.0000000
#> [9705,] 0.0000000
#> [9706,] 0.0000000
#> [9707,] 0.0000000
#> [9708,] 0.0000000
#> [9709,] 0.0000000
#> [9710,] 0.0000000
#> [9711,] 0.0000000
#> [9712,] 0.0000000
#> [9713,] 0.0000000
#> [9714,] 0.0000000
#> [9715,] 0.0000000
#> [9716,] 0.0000000
#> [9717,] 0.0000000
#> [9718,] 0.0000000
#> [9719,] 0.0000000
#> [9720,] 0.0000000
#> [9721,] 0.0000000
#> [9722,] 0.0000000
#> [9723,] 0.0000000
#> [9724,] 0.0000000
#> [9725,] 0.0000000
#> [9726,] 1.4655615
#> [9727,] 0.0000000
#> [9728,] 0.0000000
#> [9729,] 0.0000000
#> [9730,] 31.2164173
#> [9731,] 0.0000000
#> [9732,] 0.0000000
#> [9733,] 0.0000000
#> [9734,] 0.0000000
#> [9735,] 0.0000000
#> [9736,] 0.0000000
#> [9737,] 0.0000000
#> [9738,] 0.0000000
#> [9739,] 0.0000000
#> [9740,] 0.0000000
#> [9741,] 0.0000000
#> [9742,] 0.0000000
#> [9743,] 0.0000000
#> [9744,] 0.0000000
#> [9745,] 0.0000000
#> [9746,] 0.0000000
#> [9747,] 0.0000000
#> [9748,] 0.0000000
#> [9749,] 0.0000000
#> [9750,] 0.0000000
#> [9751,] 0.0000000
#> [9752,] 0.0000000
#> [9753,] 0.0000000
#> [9754,] 10.3088978
#> [9755,] 0.0000000
#> [9756,] 0.0000000
#> [9757,] 0.0000000
#> [9758,] 0.0000000
#> [9759,] 0.0000000
#> [9760,] 0.0000000
#> [9761,] 0.0000000
#> [9762,] 0.0000000
#> [9763,] 0.0000000
#> [9764,] 0.0000000
#> [9765,] 0.0000000
#> [9766,] 0.0000000
#> [9767,] 0.0000000
#> [9768,] 0.0000000
#> [9769,] 0.0000000
#> [9770,] 0.0000000
#> [9771,] 0.0000000
#> [9772,] 0.0000000
#> [9773,] 0.0000000
#> [9774,] 0.0000000
#> [9775,] 0.0000000
#> [9776,] 0.0000000
#> [9777,] 0.0000000
#> [9778,] 0.0000000
#> [9779,] 0.0000000
#> [9780,] 0.0000000
#> [9781,] 0.0000000
#> [9782,] 0.0000000
#> [9783,] 0.0000000
#> [9784,] 0.0000000
#> [9785,] 0.0000000
#> [9786,] 0.0000000
#> [9787,] 0.0000000
#> [9788,] 0.0000000
#> [9789,] 0.0000000
#> [9790,] 0.0000000
#> [9791,] 0.0000000
#> [9792,] 0.0000000
#> [9793,] 0.0000000
#> [9794,] 0.0000000
#> [9795,] 0.0000000
#> [9796,] 0.0000000
#> [9797,] 0.0000000
#> [9798,] 0.0000000
#> [9799,] 0.0000000
#> [9800,] 0.0000000
#> [9801,] 0.0000000
#> [9802,] 0.0000000
#> [9803,] 0.0000000
#> [9804,] 0.0000000
#> [9805,] 0.0000000
#> [9806,] 0.0000000
#> [9807,] 0.0000000
#> [9808,] 0.0000000
#> [9809,] 0.0000000
#> [9810,] 0.0000000
#> [9811,] 0.0000000
#> [9812,] 0.0000000
#> [9813,] 0.0000000
#> [9814,] 0.0000000
#> [9815,] 0.0000000
#> [9816,] 0.0000000
#> [9817,] 0.0000000
#> [9818,] 0.0000000
#> [9819,] 0.0000000
#> [9820,] 0.0000000
#> [9821,] 0.0000000
#> [9822,] 0.0000000
#> [9823,] 0.0000000
#> [9824,] 0.0000000
#> [9825,] 0.0000000
#> [9826,] 0.0000000
#> [9827,] 0.0000000
#> [9828,] 0.0000000
#> [9829,] 0.0000000
#> [9830,] 0.0000000
#> [9831,] 0.0000000
#> [9832,] 0.0000000
#> [9833,] 0.0000000
#> [9834,] 0.0000000
#> [9835,] 0.0000000
#> [9836,] 0.0000000
#> [9837,] 0.0000000
#> [9838,] 0.0000000
#> [9839,] 0.0000000
#> [9840,] 0.0000000
#> [9841,] 0.0000000
#> [9842,] 0.0000000
#> [9843,] 0.0000000
#> [9844,] 0.0000000
#> [9845,] 0.0000000
#> [9846,] 1.3448901
#> [9847,] 0.0000000
#> [9848,] 0.0000000
#> [9849,] 0.0000000
#> [9850,] 0.0000000
#> [9851,] 0.0000000
#> [9852,] 0.0000000
#> [9853,] 19.2089190
#> [9854,] 0.0000000
#> [9855,] 0.0000000
#> [9856,] 0.0000000
#> [9857,] 0.0000000
#> [9858,] 0.0000000
#> [9859,] 2.0606809
#> [9860,] 0.0000000
#> [9861,] 0.0000000
#> [9862,] 0.0000000
#> [9863,] 0.0000000
#> [9864,] 0.0000000
#> [9865,] 0.0000000
#> [9866,] 0.0000000
#> [9867,] 0.0000000
#> [9868,] 0.0000000
#> [9869,] 0.0000000
#> [9870,] 0.0000000
#> [9871,] 0.0000000
#> [9872,] 0.0000000
#> [9873,] 0.0000000
#> [9874,] 0.0000000
#> [9875,] 0.0000000
#> [9876,] 0.0000000
#> [9877,] 4.4092145
#> [9878,] 0.0000000
#> [9879,] 0.0000000
#> [9880,] 0.0000000
#> [9881,] 0.0000000
#> [9882,] 0.0000000
#> [9883,] 0.0000000
#> [9884,] 0.0000000
#> [9885,] 0.0000000
#> [9886,] 0.0000000
#> [9887,] 0.0000000
#> [9888,] 0.0000000
#> [9889,] 0.0000000
#> [9890,] 0.0000000
#> [9891,] 0.0000000
#> [9892,] 7.4199833
#> [9893,] 0.0000000
#> [9894,] 0.0000000
#> [9895,] 0.0000000
#> [9896,] 0.0000000
#> [9897,] 19.0823486
#> [9898,] 0.0000000
#> [9899,] 1.6832258
#> [9900,] 0.0000000
#> [9901,] 0.0000000
#> [9902,] 0.0000000
#> [9903,] 0.0000000
#> [9904,] 0.0000000
#> [9905,] 0.0000000
#> [9906,] 0.0000000
#> [9907,] 0.0000000
#> [9908,] 6.2030205
#> [9909,] 0.0000000
#> [9910,] 0.0000000
#> [9911,] 0.0000000
#> [9912,] 0.0000000
#> [9913,] 0.0000000
#> [9914,] 0.0000000
#> [9915,] 0.0000000
#> [9916,] 0.0000000
#> [9917,] 0.0000000
#> [9918,] 0.0000000
#> [9919,] 0.0000000
#> [9920,] 0.0000000
#> [9921,] 0.0000000
#> [9922,] 0.0000000
#> [9923,] 0.0000000
#> [9924,] 0.0000000
#> [9925,] 0.0000000
#> [9926,] 0.0000000
#> [9927,] 0.0000000
#> [9928,] 0.0000000
#> [9929,] 0.0000000
#> [9930,] 0.0000000
#> [9931,] 0.0000000
#> [9932,] 0.0000000
#> [9933,] 0.0000000
#> [9934,] 0.0000000
#> [9935,] 0.0000000
#> [9936,] 0.0000000
#> [9937,] 0.0000000
#> [9938,] 0.0000000
#> [9939,] 0.0000000
#> [9940,] 0.0000000
#> [9941,] 0.0000000
#> [9942,] 0.0000000
#> [9943,] 0.0000000
#> [9944,] 0.0000000
#> [9945,] 0.0000000
#> [9946,] 0.0000000
#> [9947,] 0.0000000
#> [9948,] 0.0000000
#> [9949,] 0.0000000
#> [9950,] 0.0000000
#> [9951,] 0.0000000
#> [9952,] 0.0000000
#> [9953,] 0.0000000
#> [9954,] 0.0000000
#> [9955,] 0.0000000
#> [9956,] 0.0000000
#> [9957,] 0.0000000
#> [9958,] 0.0000000
#> [9959,] 0.0000000
#> [9960,] 0.0000000
#> [9961,] 454.4062495
#> [9962,] 0.0000000
#> [9963,] 0.0000000
#> [9964,] 0.0000000
#> [9965,] 0.0000000
#> [9966,] 0.0000000
#> [9967,] 0.0000000
#> [9968,] 0.0000000
#> [9969,] 0.0000000
#> [9970,] 0.0000000
#> [9971,] 0.0000000
#> [9972,] 0.0000000
#> [9973,] 0.0000000
#> [9974,] 0.0000000
#> [9975,] 0.0000000
#> [9976,] 0.0000000
#> [9977,] 0.0000000
#> [9978,] 0.0000000
#> [9979,] 0.0000000
#> [9980,] 0.0000000
#> [9981,] 18.8822033
#> [9982,] 0.0000000
#> [9983,] 0.0000000
#> [9984,] 2.8097453
#> [9985,] 0.0000000
#> [9986,] 0.0000000
#> [9987,] 0.0000000
#> [9988,] 0.0000000
#> [9989,] 0.0000000
#> [9990,] 0.0000000
#> [9991,] 0.0000000
#> [9992,] 0.0000000
#> [9993,] 0.0000000
#> [9994,] 0.0000000
#> [9995,] 0.0000000
#> [9996,] 0.0000000
#> [9997,] 0.0000000
#> [9998,] 0.0000000
#> [9999,] 0.0000000
#> [10000,] 0.0000000
#>
#> $xc
#> [,1] [,2] [,3]
#> [1,] 2.166963236 1.37053664 1
#> [2,] -1.415855784 2.39271793 1
#> [3,] -0.003160818 2.91399415 1
#> [4,] -2.042421082 1.38358356 1
#> [5,] 1.655516719 0.08017355 1
#> [6,] -0.379159578 -1.58446311 1
#> [7,] 1.659178309 -2.27023910 1
#> [8,] -1.423737544 2.10394822 1
#> [9,] -1.568344904 -0.56522106 1
#> [10,] -2.108866841 -0.81839100 1
#> [11,] 2.564282605 -1.29139473 1
#> [12,] -1.136641907 -2.58575391 1
#> [13,] 2.199518749 -0.49929575 1
#> [14,] 1.644133702 -2.56590707 1
#> [15,] 1.009513112 0.34357505 1
#> [16,] 0.769177759 -1.36827810 1
#> [17,] -2.004996708 1.91001020 1
#> [18,] 0.475758217 -0.20393109 1
#> [19,] -0.300534638 1.99239310 1
#> [20,] -1.511347719 2.34743350 1
#> [21,] 3.700135598 -0.87925659 1
#> [22,] -0.830999093 -1.27915957 1
#> [23,] 0.710430969 1.70692380 1
#> [24,] -2.328488822 -0.36828903 1
#> [25,] -0.262097615 -1.76007572 1
#> [26,] -0.860369779 2.01288160 1
#> [27,] 0.025543235 0.16736788 1
#> [28,] 0.131247973 -0.03413679 1
#> [29,] 2.708268463 -1.42870330 1
#> [30,] 2.256118730 1.70300720 1
#> [31,] 0.824741944 2.48859897 1
#> [32,] -1.642134195 -1.26109874 1
#> [33,] -0.145828980 -0.26813098 1
#> [34,] 1.579667467 1.57590432 1
#> [35,] -0.667125620 1.62528696 1
#> [36,] -1.109256029 -2.24287269 1
#> [37,] -1.550195700 -2.19253112 1
#> [38,] -0.206347412 2.61783201 1
#> [39,] -3.066541682 0.62353930 1
#> [40,] 0.213354406 0.62128892 1
#> [41,] 0.425861693 -2.53807615 1
#> [42,] 2.019765284 -0.57914536 1
#> [43,] 0.955617537 -1.01678818 1
#> [44,] 1.419437808 -1.20758045 1
#> [45,] -0.762812636 -0.67170106 1
#> [46,] 3.125086050 0.11749368 1
#> [47,] 0.195551494 0.70178911 1
#> [48,] 2.241141659 2.02586274 1
#> [49,] -1.908629898 2.98088971 1
#> [50,] -1.235043627 -0.61934616 1
#> [51,] 3.775863902 -1.47000119 1
#> [52,] 0.290903994 2.75976662 1
#> [53,] 1.960372837 0.11546021 1
#> [54,] 1.731231390 -1.12585157 1
#> [55,] -1.100830549 -1.93002681 1
#> [56,] 2.436366957 -0.23831533 1
#> [57,] 2.007825078 -1.18386206 1
#> [58,] 0.791194940 2.10784122 1
#> [59,] -0.299238954 -0.35388113 1
#> [60,] -0.900787436 -1.47846224 1
#> [61,] -1.253261208 -0.19277772 1
#> [62,] -0.587828296 -0.70023772 1
#> [63,] 1.357646658 1.44384656 1
#> [64,] -1.809452371 1.47917551 1
#> [65,] -2.333179547 -0.81531768 1
#> [66,] -0.697019136 2.97787457 1
#> [67,] -1.742118955 3.01016319 1
#> [68,] 2.086397988 0.05968256 1
#> [69,] 1.314673729 2.26780713 1
#> [70,] 1.588873260 2.16022851 1
#> [71,] 1.090961744 1.41639493 1
#> [72,] 1.051130844 2.14955135 1
#> [73,] 0.906765095 -2.46399402 1
#> [74,] -2.872855995 -0.17447661 1
#> [75,] -1.235553211 -0.22908319 1
#> [76,] -2.738446649 1.20377303 1
#> [77,] -0.948384626 0.62702068 1
#> [78,] 3.223979608 -0.55806685 1
#> [79,] -1.630506255 -1.57716259 1
#> [80,] 0.051266542 -0.04891183 1
#> [81,] 2.156171617 -1.47389407 1
#> [82,] 1.644837344 0.61857482 1
#> [83,] 2.180831286 1.52432669 1
#> [84,] 1.148179679 -1.30167440 1
#> [85,] -1.996750101 -1.31491673 1
#> [86,] 1.730449442 0.41363224 1
#> [87,] -2.055570473 -2.66987229 1
#> [88,] -1.310708578 -1.35063068 1
#> [89,] 0.920171772 1.54346328 1
#> [90,] -1.395486129 0.49051142 1
#> [91,] 1.863735746 -2.16936753 1
#> [92,] -1.191592594 -2.01201270 1
#> [93,] 1.721335817 0.76951495 1
#> [94,] -1.438736411 2.02467031 1
#> [95,] 1.920932738 -1.30637109 1
#> [96,] -1.803266407 2.48496268 1
#> [97,] 0.722734097 2.31305581 1
#> [98,] -0.767001865 3.50027408 1
#> [99,] 1.993056644 -1.57519280 1
#> [100,] -1.156617190 -1.32590235 1
#> [101,] -2.260485855 0.08998893 1
#> [102,] -1.502959209 1.95972927 1
#> [103,] 1.525930474 2.26598924 1
#> [104,] -2.691572031 -0.42276537 1
#> [105,] 0.653622830 -3.18243009 1
#> [106,] -0.564991632 -0.41577969 1
#> [107,] -1.171269892 0.51434848 1
#> [108,] -0.135427336 -0.15415158 1
#> [109,] 0.124004103 2.78662650 1
#> [110,] 2.564381992 -1.09547970 1
#> [111,] -0.539182148 2.31790182 1
#> [112,] -1.287617233 2.88252909 1
#> [113,] -0.716674732 -2.71625552 1
#> [114,] 2.973560957 -1.12704982 1
#> [115,] 1.367903438 -0.64622146 1
#> [116,] 2.726961229 0.49215320 1
#> [117,] 1.689271608 1.73296159 1
#> [118,] -0.389027452 0.11351431 1
#> [119,] -1.816787155 -1.21260815 1
#> [120,] -0.548640319 -0.42958273 1
#> [121,] 0.710545469 -1.74504811 1
#> [122,] 0.575890159 3.72345531 1
#> [123,] -0.184696679 2.04279623 1
#> [124,] -2.212896569 -1.36497444 1
#> [125,] 2.844388929 -1.75045756 1
#> [126,] -1.958711954 1.22495764 1
#> [127,] 2.447079435 1.12718427 1
#> [128,] 2.405077158 1.32035950 1
#> [129,] 2.314040855 1.64787688 1
#> [130,] 1.599227240 1.00739653 1
#> [131,] -1.819981658 1.60464833 1
#> [132,] -0.223737944 -0.43417208 1
#> [133,] -0.661305358 1.85421348 1
#> [134,] 1.591937766 -0.42531813 1
#> [135,] 2.413808783 1.83219008 1
#> [136,] 1.835247852 -1.63092182 1
#> [137,] -1.577789539 1.05881113 1
#> [138,] -1.902801544 1.21701149 1
#> [139,] 0.193127026 3.31357816 1
#> [140,] 0.328674050 2.54705178 1
#> [141,] -1.660421650 -1.23003758 1
#> [142,] -1.553545028 -1.77642156 1
#> [143,] -2.465439062 -2.67339080 1
#> [144,] 0.010237866 0.89244814 1
#> [145,] 0.725564477 0.23108487 1
#> [146,] -1.288661774 1.63769814 1
#> [147,] 0.827364017 0.04618718 1
#> [148,] 0.293493790 -2.69638790 1
#> [149,] 1.471675833 2.23303357 1
#> [150,] 1.580302651 -1.56135964 1
#> [151,] 1.256099772 2.34586395 1
#> [152,] 1.173359685 -0.45948562 1
#> [153,] -0.150146878 -0.27982157 1
#> [154,] -1.936367236 1.22925835 1
#> [155,] -2.841981849 1.39319698 1
#> [156,] -0.970280712 -2.57617799 1
#> [157,] -1.131287640 2.54685936 1
#> [158,] -2.284541390 1.37150319 1
#> [159,] 2.746640220 0.83303103 1
#> [160,] -1.888401307 -2.49593522 1
#> [161,] -2.258035934 1.52061794 1
#> [162,] 0.330628444 -0.15237455 1
#> [163,] -0.147638296 0.04950634 1
#> [164,] 1.771175566 -3.12807920 1
#> [165,] -0.482075187 -2.88098800 1
#> [166,] -2.401480398 1.32223773 1
#> [167,] -1.889929793 1.37188230 1
#> [168,] -2.675197820 0.97160138 1
#> [169,] 1.926334914 2.83300038 1
#> [170,] -1.568688855 1.61069870 1
#> [171,] -1.718808649 -0.37504171 1
#> [172,] 0.738549780 2.71588434 1
#> [173,] 0.703303130 2.74229287 1
#> [174,] 2.405609933 0.75856261 1
#> [175,] 1.377478143 -1.46415264 1
#> [176,] -1.505193691 -1.83856359 1
#> [177,] 2.297992647 1.09671410 1
#> [178,] 2.628991533 -1.44945222 1
#> [179,] 3.271762316 0.23750875 1
#> [180,] -2.439405963 -2.02033080 1
#> [181,] 1.979995866 1.50762173 1
#> [182,] -1.157115224 1.16624373 1
#> [183,] 2.623382946 -0.46987111 1
#> [184,] -1.606383935 1.18158933 1
#> [185,] 0.894569388 -0.74211183 1
#> [186,] -1.107476321 0.79748390 1
#> [187,] -2.594624239 0.37583555 1
#> [188,] 1.673725393 -1.68198211 1
#> [189,] -2.414936864 -1.81630500 1
#> [190,] 1.728057746 1.83589297 1
#> [191,] -0.086550011 2.10246222 1
#> [192,] -0.984578356 1.97720602 1
#> [193,] 0.846098688 2.75080923 1
#> [194,] -1.434313293 1.41743099 1
#> [195,] 0.038392698 -2.64015950 1
#> [196,] -0.296600982 -0.39949444 1
#> [197,] -0.251246517 -1.67253814 1
#> [198,] 1.065190659 -2.38212605 1
#> [199,] 3.523670257 0.22405090 1
#> [200,] -2.025157914 -0.57715916 1
#> [201,] 1.301260881 1.59168839 1
#> [202,] 2.216192487 -0.86415279 1
#> [203,] -1.683262093 -2.54318535 1
#> [204,] 3.055432851 -0.06505274 1
#> [205,] 1.829390131 -1.73174114 1
#> [206,] -3.295046058 -0.46413587 1
#> [207,] 0.846901019 -2.27825185 1
#> [208,] -2.148830380 2.45107423 1
#> [209,] 1.935292981 1.18359448 1
#> [210,] -0.606180817 0.09529833 1
#> [211,] -1.770296876 -0.69516133 1
#> [212,] -0.651916115 -2.23321196 1
#> [213,] 1.923841484 1.79019353 1
#> [214,] 0.429819836 0.91780816 1
#> [215,] -0.538176124 0.70066307 1
#> [216,] -2.289160002 0.84629397 1
#> [217,] 1.616126356 0.41751201 1
#> [218,] 1.297710426 -2.08469741 1
#> [219,] 0.238608040 0.18122829 1
#> [220,] -0.655010684 -2.22126529 1
#> [221,] -2.334712087 1.92567283 1
#> [222,] -1.192862906 0.42703237 1
#> [223,] 1.462594943 -1.42892560 1
#> [224,] 1.849182584 -1.99286268 1
#> [225,] 1.396705566 1.86773557 1
#> [226,] 1.289575516 -0.81549345 1
#> [227,] 1.160094333 -0.30385806 1
#> [228,] -1.634758567 -1.52801116 1
#> [229,] 1.087059621 -1.65660772 1
#> [230,] 0.335458393 -0.45505782 1
#> [231,] 2.337043596 1.33961314 1
#> [232,] 1.758343902 -0.78396120 1
#> [233,] 0.105287719 -2.44198295 1
#> [234,] -0.113363251 2.66954804 1
#> [235,] 2.576083550 0.43395279 1
#> [236,] 0.640461618 -2.40706228 1
#> [237,] 1.508275170 -2.38817791 1
#> [238,] -2.815853513 -1.12417613 1
#> [239,] 0.531459848 -0.16003592 1
#> [240,] -2.922939378 0.67002376 1
#> [241,] 2.017166019 -2.89992696 1
#> [242,] 2.065561881 -1.15589407 1
#> [243,] 2.262342036 -0.49959434 1
#> [244,] 0.331036258 -1.57978613 1
#> [245,] 2.495391771 0.88210617 1
#> [246,] 2.265019860 -1.36993242 1
#> [247,] 0.484395862 -0.46174874 1
#> [248,] 2.159078916 1.90159547 1
#> [249,] 2.942230487 0.12106684 1
#> [250,] -1.394386812 1.13300774 1
#> [251,] 0.529458356 2.66645980 1
#> [252,] -0.716136433 1.59037935 1
#> [253,] -0.239662681 -0.51008185 1
#> [254,] -1.133061727 2.73175589 1
#> [255,] -1.685095406 1.53570656 1
#> [256,] -0.835246930 -2.33966353 1
#> [257,] -1.802623799 2.13783590 1
#> [258,] -1.691676240 -1.38336218 1
#> [259,] 3.019557605 2.71711310 1
#> [260,] 2.058836782 2.32227978 1
#> [261,] 1.935398845 0.84200818 1
#> [262,] 1.791952789 1.94473421 1
#> [263,] 2.867702155 -1.58201009 1
#> [264,] -0.634781744 -0.25023028 1
#> [265,] -2.931580254 -1.21660160 1
#> [266,] -0.450760838 -0.36750210 1
#> [267,] -0.934202919 -3.23156264 1
#> [268,] -0.871889485 0.40239678 1
#> [269,] 2.143323152 1.35504461 1
#> [270,] -2.775994627 0.83539410 1
#> [271,] 1.354719446 -0.73192668 1
#> [272,] -1.297562213 1.64700216 1
#> [273,] -1.016583214 -1.56853620 1
#> [274,] -2.952697102 -2.11196729 1
#> [275,] 1.704408862 -2.04310865 1
#> [276,] 0.912004114 -2.86029761 1
#> [277,] 1.953712073 -1.91282420 1
#> [278,] -0.510444048 -3.52229954 1
#> [279,] 0.994261089 -1.84184527 1
#> [280,] 1.886308394 -0.51329712 1
#> [281,] -1.351357748 1.84242030 1
#> [282,] -2.560555078 -0.46983586 1
#> [283,] 1.688909815 1.83483373 1
#> [284,] -2.250678491 0.28471234 1
#> [285,] 2.270102039 1.92448276 1
#> [286,] -0.981739645 -1.49801085 1
#> [287,] -0.043240361 -3.02577595 1
#> [288,] -3.343773376 1.86463645 1
#> [289,] -1.756249467 -2.04976966 1
#> [290,] 2.231209889 -1.12938183 1
#> [291,] -3.508286674 -1.33523782 1
#> [292,] -3.840101340 -0.77311780 1
#> [293,] 2.353433085 -0.69460933 1
#> [294,] 1.142223456 0.68937397 1
#> [295,] 0.228383840 -2.91359007 1
#> [296,] -0.698956544 1.74431618 1
#> [297,] -2.110606896 0.20387678 1
#> [298,] -2.421296697 1.20713046 1
#> [299,] 1.685829618 -1.43927726 1
#> [300,] -0.459312486 -3.96376384 1
#> [301,] -1.869309327 -0.65563713 1
#> [302,] 2.540025793 0.90606762 1
#> [303,] -3.112387347 0.27524203 1
#> [304,] -0.195064627 3.45259507 1
#> [305,] 0.471317803 2.83580669 1
#> [306,] 1.615795384 2.36349106 1
#> [307,] 0.588784400 -0.74269511 1
#> [308,] 3.563951184 0.77795585 1
#> [309,] -2.369889177 -1.17740736 1
#> [310,] -0.378833531 1.02796455 1
#> [311,] -0.559380921 -0.07901133 1
#> [312,] 1.387862832 -1.08570086 1
#> [313,] -2.084456662 -1.20636701 1
#> [314,] 0.172796310 3.64123041 1
#> [315,] 0.359122162 -3.17511855 1
#> [316,] -2.450440978 1.44710632 1
#> [317,] -2.139090431 1.61156138 1
#> [318,] 2.291098567 -0.77594309 1
#> [319,] -0.581890542 0.21465888 1
#> [320,] -1.788906140 3.04805727 1
#> [321,] -0.415626165 3.10274854 1
#> [322,] -1.950451954 1.12519301 1
#> [323,] -1.160245599 2.45221795 1
#> [324,] 0.436516856 0.54501167 1
#> [325,] -3.392052742 -0.81377435 1
#> [326,] -2.244939019 -0.44746882 1
#> [327,] 1.626201405 -2.25937791 1
#> [328,] 0.075264305 -0.36151884 1
#> [329,] -0.387158097 -0.53014079 1
#> [330,] 1.949649299 1.93149989 1
#> [331,] -1.785117095 2.01074131 1
#> [332,] 0.525342607 -2.15183918 1
#> [333,] -0.561670647 2.06402798 1
#> [334,] -1.838446305 1.61377035 1
#> [335,] -2.052961748 1.71773813 1
#> [336,] -3.345500407 0.41995356 1
#> [337,] -2.686071758 -0.62505800 1
#> [338,] -0.384166296 -3.05612447 1
#> [339,] 2.091823300 2.04258474 1
#> [340,] 0.574934911 1.67529272 1
#> [341,] 1.424493811 2.20170969 1
#> [342,] 2.140863099 2.41711115 1
#> [343,] -1.453547775 2.07948097 1
#> [344,] -0.266395680 2.28776884 1
#> [345,] -0.980801346 -0.78039746 1
#> [346,] 1.249381933 -2.75144765 1
#> [347,] -2.282695323 2.02213875 1
#> [348,] -1.596498681 -1.64017524 1
#> [349,] -1.027429348 0.75289168 1
#> [350,] -1.783252171 2.81747756 1
#> [351,] -1.929002798 0.81603186 1
#> [352,] 1.133546692 1.98411710 1
#> [353,] -1.027425400 -0.80516379 1
#> [354,] 1.408721064 -0.72949051 1
#> [355,] -1.771845944 -1.53900043 1
#> [356,] 2.436327041 2.48295539 1
#> [357,] 2.363831533 -0.96673085 1
#> [358,] 2.461388013 0.99625794 1
#> [359,] -2.977935489 -0.46824060 1
#> [360,] -0.568005903 0.12556588 1
#> [361,] -0.574670294 -1.58438297 1
#> [362,] -1.815026184 -1.69644036 1
#> [363,] 1.361246535 -0.30446814 1
#> [364,] -1.216370962 0.06923244 1
#> [365,] -3.280452204 -0.82717089 1
#> [366,] 2.061366018 -1.59371582 1
#> [367,] 0.766850381 -2.64457064 1
#> [368,] -1.193233122 3.37363009 1
#> [369,] 0.424011459 0.48868617 1
#> [370,] 0.750523826 -2.59683701 1
#> [371,] -1.789163918 1.23373569 1
#> [372,] -1.237650842 -0.66542353 1
#> [373,] -2.168313379 -1.99016346 1
#> [374,] 0.077128761 -1.00411980 1
#> [375,] 1.973372205 -1.29547185 1
#> [376,] 1.847895123 -2.45672154 1
#> [377,] -1.878922224 -1.38629903 1
#> [378,] -1.542920829 1.51085105 1
#> [379,] 0.847105315 -1.68477424 1
#> [380,] 1.331100491 -0.33689387 1
#> [381,] 1.150712070 -0.70596628 1
#> [382,] 1.156058035 2.71208127 1
#> [383,] 1.242190956 1.12995771 1
#> [384,] 3.159286398 -0.20083574 1
#> [385,] -1.145663516 2.20373699 1
#> [386,] 2.238306190 -0.84805303 1
#> [387,] -3.370328730 -0.44728034 1
#> [388,] 0.998517316 2.80857864 1
#> [389,] -0.506770598 2.03996306 1
#> [390,] -0.878290529 -2.05507519 1
#> [391,] -1.988711961 0.45987356 1
#> [392,] 1.256037287 1.30373132 1
#> [393,] -1.225815850 -2.43233353 1
#> [394,] 2.322133000 0.92747633 1
#> [395,] 2.075954122 -1.05765882 1
#> [396,] 0.907889725 -1.82537190 1
#> [397,] -1.204189421 -2.56276201 1
#> [398,] -1.897441106 -1.23132404 1
#> [399,] -0.206060226 0.77421626 1
#> [400,] 0.203282021 0.30437223 1
#> [401,] 2.625600184 -0.78908563 1
#>
#> $yc
#> [1] 1 1 1 -1 1 -1 -1 1 1 -1 1 -1 1 -1 1 1 -1 -1 1 1 1 -1 1 -1 -1
#> [26] 1 1 1 1 1 1 -1 1 1 -1 -1 -1 1 -1 -1 -1 -1 1 1 -1 1 -1 1 -1 1
#> [51] 1 1 1 1 -1 1 1 1 1 -1 1 1 1 1 -1 1 1 1 1 1 1 1 -1 -1 1
#> [76] -1 1 1 -1 1 1 1 1 1 -1 1 -1 -1 1 1 -1 -1 1 -1 -1 -1 1 1 -1 -1
#> [101] -1 1 1 -1 -1 -1 1 1 1 1 1 1 -1 1 -1 1 1 -1 -1 1 1 1 1 -1 1
#> [126] -1 1 1 1 1 1 1 -1 1 1 -1 1 -1 1 1 -1 -1 -1 -1 -1 1 -1 -1 1 1
#> [151] 1 1 1 1 -1 -1 1 -1 1 -1 -1 -1 1 -1 -1 -1 -1 -1 1 1 -1 1 1 1 1
#> [176] -1 1 1 1 -1 1 1 1 1 -1 1 -1 1 -1 1 1 1 1 -1 -1 -1 1 -1 1 -1
#> [201] 1 1 -1 1 1 -1 1 1 1 1 -1 -1 1 -1 -1 -1 1 -1 -1 -1 1 -1 1 1 1
#> [226] 1 -1 -1 -1 -1 1 -1 -1 1 1 -1 1 -1 1 -1 -1 1 1 1 1 1 1 1 1 1
#> [251] 1 -1 1 1 1 -1 -1 -1 1 1 1 1 1 1 -1 1 -1 1 1 -1 -1 1 -1 -1 -1
#> [276] -1 -1 -1 -1 1 1 -1 1 -1 1 -1 -1 -1 -1 1 -1 -1 1 1 -1 1 -1 -1 1 -1
#> [301] -1 1 -1 1 1 1 -1 1 -1 1 1 -1 -1 1 -1 -1 1 1 1 1 1 -1 1 1 -1
#> [326] -1 -1 -1 1 1 -1 -1 1 -1 -1 -1 -1 -1 1 1 1 1 1 1 1 -1 -1 -1 1 1
#> [351] -1 1 -1 -1 -1 1 1 1 -1 1 -1 -1 -1 1 -1 1 -1 1 1 -1 1 -1 -1 1 1
#> [376] -1 -1 1 1 -1 1 1 1 1 1 1 -1 1 1 -1 1 1 -1 1 1 -1 -1 -1 1 -1
#> [401] 1
#>
## set the seed
get_coreset_uniform(data$x, data$y, seed = 5678)
#> $datapoints_selected
#> [1] 2 4 29 39 42 44 49 54 60 73 96 100 109 124 126
#> [16] 141 157 164 194 195 196 217 231 246 254 256 265 266 280 331
#> [31] 339 359 362 368 376 382 385 403 410 457 459 533 590 638 641
#> [46] 650 693 703 704 706 721 723 734 762 772 780 815 820 862 873
#> [61] 888 905 945 947 975 984 1006 1008 1010 1011 1032 1049 1063 1098 1140
#> [76] 1193 1202 1210 1223 1224 1236 1254 1267 1317 1325 1371 1372 1374 1387 1434
#> [91] 1438 1533 1547 1550 1551 1579 1597 1604 1608 1632 1633 1637 1639 1671 1700
#> [106] 1767 1768 1776 1784 1785 1812 1824 1840 1851 1857 1883 1900 1938 1943 2018
#> [121] 2033 2035 2068 2079 2124 2142 2149 2157 2160 2165 2213 2218 2224 2230 2239
#> [136] 2241 2246 2254 2265 2278 2286 2287 2305 2329 2337 2365 2374 2381 2383 2392
#> [151] 2409 2413 2421 2429 2452 2463 2485 2492 2496 2514 2555 2567 2602 2607 2615
#> [166] 2632 2645 2667 2668 2673 2683 2731 2733 2742 2750 2767 2768 2770 2778 2806
#> [181] 2824 2831 2834 2843 2848 2856 2866 2872 2873 2892 2950 2951 2971 2975 2993
#> [196] 3006 3045 3049 3056 3080 3103 3133 3143 3158 3160 3178 3192 3241 3247 3258
#> [211] 3305 3307 3309 3320 3336 3358 3381 3448 3451 3455 3458 3488 3490 3512 3540
#> [226] 3541 3570 3603 3609 3623 3627 3656 3657 3663 3664 3733 3753 3783 3785 3802
#> [241] 3807 3808 3811 3821 3835 3845 3855 3877 3885 3887 3913 3939 3940 3950 3957
#> [256] 3966 3969 3987 3989 4000 4004 4013 4016 4022 4052 4069 4074 4079 4098 4118
#> [271] 4146 4163 4176 4195 4213 4224 4256 4260 4279 4280 4292 4294 4317 4342 4358
#> [286] 4362 4376 4382 4395 4412 4414 4416 4418 4421 4458 4463 4465 4523 4532 4536
#> [301] 4538 4550 4557 4595 4623 4632 4638 4641 4648 4665 4677 4682 4707 4726 4741
#> [316] 4762 4767 4769 4783 4785 4809 4827 4831 4848 4857 4871 4900 4902 4921 4924
#> [331] 4937 4960 4980 5006 5051 5064 5086 5128 5188 5194 5197 5203 5207 5218 5231
#> [346] 5255 5259 5260 5266 5337 5350 5373 5397 5410 5422 5453 5473 5498 5504 5513
#> [361] 5531 5533 5548 5550 5556 5565 5574 5582 5586 5602 5615 5617 5624 5627 5644
#> [376] 5655 5680 5749 5755 5757 5761 5764 5769 5780 5784 5803 5813 5818 5846 5852
#> [391] 5864 5898 5899 5903 5909 5930 5939 5960 5987 6021 6030 6037 6054 6071 6089
#> [406] 6093 6095 6106 6120 6127 6133 6143 6145 6152 6154 6156 6168 6174 6192 6193
#> [421] 6198 6203 6207 6230 6241 6244 6258 6260 6261 6269 6293 6308 6333 6336 6337
#> [436] 6353 6384 6427 6539 6558 6573 6606 6648 6658 6672 6674 6711 6713 6715 6748
#> [451] 6761 6770 6808 6811 6828 6843 6845 6855 6885 6894 6913 6920 6965 6989 7011
#> [466] 7022 7041 7042 7053 7061 7076 7083 7097 7117 7149 7164 7168 7186 7200 7231
#> [481] 7233 7251 7263 7268 7269 7278 7291 7293 7331 7352 7353 7383 7389 7403 7404
#> [496] 7419 7449 7475 7490 7507 7515 7520 7539 7542 7557 7572 7598 7621 7628 7634
#> [511] 7639 7681 7686 7688 7692 7701 7722 7725 7750 7753 7771 7803 7811 7817 7819
#> [526] 7826 7838 7844 7859 7863 7870 7880 7889 7897 7923 7938 7968 7986 7987 7992
#> [541] 7996 7997 8010 8062 8072 8073 8076 8091 8100 8127 8147 8156 8169 8196 8205
#> [556] 8222 8231 8233 8236 8242 8248 8253 8283 8303 8304 8333 8334 8337 8353 8359
#> [571] 8363 8368 8371 8372 8380 8383 8394 8442 8453 8463 8464 8517 8532 8554 8557
#> [586] 8564 8579 8582 8619 8645 8649 8660 8672 8678 8683 8700 8702 8704 8739 8756
#> [601] 8789 8834 8841 8842 8864 8887 8902 8912 8915 8920 8960 8962 8964 8976 9027
#> [616] 9035 9041 9061 9065 9107 9120 9129 9134 9135 9152 9158 9165 9204 9219 9226
#> [631] 9233 9251 9268 9275 9347 9348 9360 9369 9382 9391 9396 9415 9423 9429 9436
#> [646] 9440 9454 9459 9466 9473 9504 9517 9537 9541 9547 9549 9575 9588 9589 9636
#> [661] 9651 9664 9669 9676 9705 9713 9721 9722 9726 9734 9769 9776 9781 9788 9792
#> [676] 9814 9822 9834 9846 9859 9873 9874 9892 9911 9921 9928 9955 9966 9984 9997
#>
#> $weights
#> [,1]
#> [1,] 0.0000000
#> [2,] 9.2905587
#> [3,] 0.0000000
#> [4,] 17.6579168
#> [5,] 0.0000000
#> [6,] 0.0000000
#> [7,] 0.0000000
#> [8,] 0.0000000
#> [9,] 0.0000000
#> [10,] 0.0000000
#> [11,] 0.0000000
#> [12,] 0.0000000
#> [13,] 0.0000000
#> [14,] 0.0000000
#> [15,] 0.0000000
#> [16,] 0.0000000
#> [17,] 0.0000000
#> [18,] 0.0000000
#> [19,] 0.0000000
#> [20,] 0.0000000
#> [21,] 0.0000000
#> [22,] 0.0000000
#> [23,] 0.0000000
#> [24,] 0.0000000
#> [25,] 0.0000000
#> [26,] 0.0000000
#> [27,] 0.0000000
#> [28,] 0.0000000
#> [29,] 0.8564014
#> [30,] 0.0000000
#> [31,] 0.0000000
#> [32,] 0.0000000
#> [33,] 0.0000000
#> [34,] 0.0000000
#> [35,] 0.0000000
#> [36,] 0.0000000
#> [37,] 0.0000000
#> [38,] 0.0000000
#> [39,] 71.7741759
#> [40,] 0.0000000
#> [41,] 0.0000000
#> [42,] 1.7647705
#> [43,] 0.0000000
#> [44,] 1.4485205
#> [45,] 0.0000000
#> [46,] 0.0000000
#> [47,] 0.0000000
#> [48,] 0.0000000
#> [49,] 10.4606225
#> [50,] 0.0000000
#> [51,] 0.0000000
#> [52,] 0.0000000
#> [53,] 0.0000000
#> [54,] 3.1524928
#> [55,] 0.0000000
#> [56,] 0.0000000
#> [57,] 0.0000000
#> [58,] 0.0000000
#> [59,] 0.0000000
#> [60,] 0.7423804
#> [61,] 0.0000000
#> [62,] 0.0000000
#> [63,] 0.0000000
#> [64,] 0.0000000
#> [65,] 0.0000000
#> [66,] 0.0000000
#> [67,] 0.0000000
#> [68,] 0.0000000
#> [69,] 0.0000000
#> [70,] 0.0000000
#> [71,] 0.0000000
#> [72,] 0.0000000
#> [73,] 2.2142130
#> [74,] 0.0000000
#> [75,] 0.0000000
#> [76,] 0.0000000
#> [77,] 0.0000000
#> [78,] 0.0000000
#> [79,] 0.0000000
#> [80,] 0.0000000
#> [81,] 0.0000000
#> [82,] 0.0000000
#> [83,] 0.0000000
#> [84,] 0.0000000
#> [85,] 0.0000000
#> [86,] 0.0000000
#> [87,] 0.0000000
#> [88,] 0.0000000
#> [89,] 0.0000000
#> [90,] 0.0000000
#> [91,] 0.0000000
#> [92,] 0.0000000
#> [93,] 0.0000000
#> [94,] 0.0000000
#> [95,] 0.0000000
#> [96,] 0.7219639
#> [97,] 0.0000000
#> [98,] 0.0000000
#> [99,] 0.0000000
#> [100,] 16.2257008
#> [101,] 0.0000000
#> [102,] 0.0000000
#> [103,] 0.0000000
#> [104,] 0.0000000
#> [105,] 0.0000000
#> [106,] 0.0000000
#> [107,] 0.0000000
#> [108,] 0.0000000
#> [109,] 2.8893142
#> [110,] 0.0000000
#> [111,] 0.0000000
#> [112,] 0.0000000
#> [113,] 0.0000000
#> [114,] 0.0000000
#> [115,] 0.0000000
#> [116,] 0.0000000
#> [117,] 0.0000000
#> [118,] 0.0000000
#> [119,] 0.0000000
#> [120,] 0.0000000
#> [121,] 0.0000000
#> [122,] 0.0000000
#> [123,] 0.0000000
#> [124,] 7.4557209
#> [125,] 0.0000000
#> [126,] 5.0540654
#> [127,] 0.0000000
#> [128,] 0.0000000
#> [129,] 0.0000000
#> [130,] 0.0000000
#> [131,] 0.0000000
#> [132,] 0.0000000
#> [133,] 0.0000000
#> [134,] 0.0000000
#> [135,] 0.0000000
#> [136,] 0.0000000
#> [137,] 0.0000000
#> [138,] 0.0000000
#> [139,] 0.0000000
#> [140,] 0.0000000
#> [141,] 2.0004318
#> [142,] 0.0000000
#> [143,] 0.0000000
#> [144,] 0.0000000
#> [145,] 0.0000000
#> [146,] 0.0000000
#> [147,] 0.0000000
#> [148,] 0.0000000
#> [149,] 0.0000000
#> [150,] 0.0000000
#> [151,] 0.0000000
#> [152,] 0.0000000
#> [153,] 0.0000000
#> [154,] 0.0000000
#> [155,] 0.0000000
#> [156,] 0.0000000
#> [157,] 2.7748646
#> [158,] 0.0000000
#> [159,] 0.0000000
#> [160,] 0.0000000
#> [161,] 0.0000000
#> [162,] 0.0000000
#> [163,] 0.0000000
#> [164,] 1.4640313
#> [165,] 0.0000000
#> [166,] 0.0000000
#> [167,] 0.0000000
#> [168,] 0.0000000
#> [169,] 0.0000000
#> [170,] 0.0000000
#> [171,] 0.0000000
#> [172,] 0.0000000
#> [173,] 0.0000000
#> [174,] 0.0000000
#> [175,] 0.0000000
#> [176,] 0.0000000
#> [177,] 0.0000000
#> [178,] 0.0000000
#> [179,] 0.0000000
#> [180,] 0.0000000
#> [181,] 0.0000000
#> [182,] 0.0000000
#> [183,] 0.0000000
#> [184,] 0.0000000
#> [185,] 0.0000000
#> [186,] 0.0000000
#> [187,] 0.0000000
#> [188,] 0.0000000
#> [189,] 0.0000000
#> [190,] 0.0000000
#> [191,] 0.0000000
#> [192,] 0.0000000
#> [193,] 0.0000000
#> [194,] 2.8540708
#> [195,] 2.3598768
#> [196,] 3.0750479
#> [197,] 0.0000000
#> [198,] 0.0000000
#> [199,] 0.0000000
#> [200,] 0.0000000
#> [201,] 0.0000000
#> [202,] 0.0000000
#> [203,] 0.0000000
#> [204,] 0.0000000
#> [205,] 0.0000000
#> [206,] 0.0000000
#> [207,] 0.0000000
#> [208,] 0.0000000
#> [209,] 0.0000000
#> [210,] 0.0000000
#> [211,] 0.0000000
#> [212,] 0.0000000
#> [213,] 0.0000000
#> [214,] 0.0000000
#> [215,] 0.0000000
#> [216,] 0.0000000
#> [217,] 6.3682964
#> [218,] 0.0000000
#> [219,] 0.0000000
#> [220,] 0.0000000
#> [221,] 0.0000000
#> [222,] 0.0000000
#> [223,] 0.0000000
#> [224,] 0.0000000
#> [225,] 0.0000000
#> [226,] 0.0000000
#> [227,] 0.0000000
#> [228,] 0.0000000
#> [229,] 0.0000000
#> [230,] 0.0000000
#> [231,] 1.4832356
#> [232,] 0.0000000
#> [233,] 0.0000000
#> [234,] 0.0000000
#> [235,] 0.0000000
#> [236,] 0.0000000
#> [237,] 0.0000000
#> [238,] 0.0000000
#> [239,] 0.0000000
#> [240,] 0.0000000
#> [241,] 0.0000000
#> [242,] 0.0000000
#> [243,] 0.0000000
#> [244,] 0.0000000
#> [245,] 0.0000000
#> [246,] 47.2361016
#> [247,] 0.0000000
#> [248,] 0.0000000
#> [249,] 0.0000000
#> [250,] 0.0000000
#> [251,] 0.0000000
#> [252,] 0.0000000
#> [253,] 0.0000000
#> [254,] 4.2464183
#> [255,] 0.0000000
#> [256,] 1.0998007
#> [257,] 0.0000000
#> [258,] 0.0000000
#> [259,] 0.0000000
#> [260,] 0.0000000
#> [261,] 0.0000000
#> [262,] 0.0000000
#> [263,] 0.0000000
#> [264,] 0.0000000
#> [265,] 1.2302077
#> [266,] 286.1188999
#> [267,] 0.0000000
#> [268,] 0.0000000
#> [269,] 0.0000000
#> [270,] 0.0000000
#> [271,] 0.0000000
#> [272,] 0.0000000
#> [273,] 0.0000000
#> [274,] 0.0000000
#> [275,] 0.0000000
#> [276,] 0.0000000
#> [277,] 0.0000000
#> [278,] 0.0000000
#> [279,] 0.0000000
#> [280,] 1.8415145
#> [281,] 0.0000000
#> [282,] 0.0000000
#> [283,] 0.0000000
#> [284,] 0.0000000
#> [285,] 0.0000000
#> [286,] 0.0000000
#> [287,] 0.0000000
#> [288,] 0.0000000
#> [289,] 0.0000000
#> [290,] 0.0000000
#> [291,] 0.0000000
#> [292,] 0.0000000
#> [293,] 0.0000000
#> [294,] 0.0000000
#> [295,] 0.0000000
#> [296,] 0.0000000
#> [297,] 0.0000000
#> [298,] 0.0000000
#> [299,] 0.0000000
#> [300,] 0.0000000
#> [301,] 0.0000000
#> [302,] 0.0000000
#> [303,] 0.0000000
#> [304,] 0.0000000
#> [305,] 0.0000000
#> [306,] 0.0000000
#> [307,] 0.0000000
#> [308,] 0.0000000
#> [309,] 0.0000000
#> [310,] 0.0000000
#> [311,] 0.0000000
#> [312,] 0.0000000
#> [313,] 0.0000000
#> [314,] 0.0000000
#> [315,] 0.0000000
#> [316,] 0.0000000
#> [317,] 0.0000000
#> [318,] 0.0000000
#> [319,] 0.0000000
#> [320,] 0.0000000
#> [321,] 0.0000000
#> [322,] 0.0000000
#> [323,] 0.0000000
#> [324,] 0.0000000
#> [325,] 0.0000000
#> [326,] 0.0000000
#> [327,] 0.0000000
#> [328,] 0.0000000
#> [329,] 0.0000000
#> [330,] 0.0000000
#> [331,] 0.8205510
#> [332,] 0.0000000
#> [333,] 0.0000000
#> [334,] 0.0000000
#> [335,] 0.0000000
#> [336,] 0.0000000
#> [337,] 0.0000000
#> [338,] 0.0000000
#> [339,] 7.0598886
#> [340,] 0.0000000
#> [341,] 0.0000000
#> [342,] 0.0000000
#> [343,] 0.0000000
#> [344,] 0.0000000
#> [345,] 0.0000000
#> [346,] 0.0000000
#> [347,] 0.0000000
#> [348,] 0.0000000
#> [349,] 0.0000000
#> [350,] 0.0000000
#> [351,] 0.0000000
#> [352,] 0.0000000
#> [353,] 0.0000000
#> [354,] 0.0000000
#> [355,] 0.0000000
#> [356,] 0.0000000
#> [357,] 0.0000000
#> [358,] 0.0000000
#> [359,] 4.9254367
#> [360,] 0.0000000
#> [361,] 0.0000000
#> [362,] 1.9931850
#> [363,] 0.0000000
#> [364,] 0.0000000
#> [365,] 0.0000000
#> [366,] 0.0000000
#> [367,] 0.0000000
#> [368,] 22.6497017
#> [369,] 0.0000000
#> [370,] 0.0000000
#> [371,] 0.0000000
#> [372,] 0.0000000
#> [373,] 0.0000000
#> [374,] 0.0000000
#> [375,] 0.0000000
#> [376,] 2.4917036
#> [377,] 0.0000000
#> [378,] 0.0000000
#> [379,] 0.0000000
#> [380,] 0.0000000
#> [381,] 0.0000000
#> [382,] 2.2406385
#> [383,] 0.0000000
#> [384,] 0.0000000
#> [385,] 30.3568370
#> [386,] 0.0000000
#> [387,] 0.0000000
#> [388,] 0.0000000
#> [389,] 0.0000000
#> [390,] 0.0000000
#> [391,] 0.0000000
#> [392,] 0.0000000
#> [393,] 0.0000000
#> [394,] 0.0000000
#> [395,] 0.0000000
#> [396,] 0.0000000
#> [397,] 0.0000000
#> [398,] 0.0000000
#> [399,] 0.0000000
#> [400,] 0.0000000
#> [401,] 0.0000000
#> [402,] 0.0000000
#> [403,] 6.4915212
#> [404,] 0.0000000
#> [405,] 0.0000000
#> [406,] 0.0000000
#> [407,] 0.0000000
#> [408,] 0.0000000
#> [409,] 0.0000000
#> [410,] 93.3989461
#> [411,] 0.0000000
#> [412,] 0.0000000
#> [413,] 0.0000000
#> [414,] 0.0000000
#> [415,] 0.0000000
#> [416,] 0.0000000
#> [417,] 0.0000000
#> [418,] 0.0000000
#> [419,] 0.0000000
#> [420,] 0.0000000
#> [421,] 0.0000000
#> [422,] 0.0000000
#> [423,] 0.0000000
#> [424,] 0.0000000
#> [425,] 0.0000000
#> [426,] 0.0000000
#> [427,] 0.0000000
#> [428,] 0.0000000
#> [429,] 0.0000000
#> [430,] 0.0000000
#> [431,] 0.0000000
#> [432,] 0.0000000
#> [433,] 0.0000000
#> [434,] 0.0000000
#> [435,] 0.0000000
#> [436,] 0.0000000
#> [437,] 0.0000000
#> [438,] 0.0000000
#> [439,] 0.0000000
#> [440,] 0.0000000
#> [441,] 0.0000000
#> [442,] 0.0000000
#> [443,] 0.0000000
#> [444,] 0.0000000
#> [445,] 0.0000000
#> [446,] 0.0000000
#> [447,] 0.0000000
#> [448,] 0.0000000
#> [449,] 0.0000000
#> [450,] 0.0000000
#> [451,] 0.0000000
#> [452,] 0.0000000
#> [453,] 0.0000000
#> [454,] 0.0000000
#> [455,] 0.0000000
#> [456,] 0.0000000
#> [457,] 21.3197191
#> [458,] 0.0000000
#> [459,] 1.1002907
#> [460,] 0.0000000
#> [461,] 0.0000000
#> [462,] 0.0000000
#> [463,] 0.0000000
#> [464,] 0.0000000
#> [465,] 0.0000000
#> [466,] 0.0000000
#> [467,] 0.0000000
#> [468,] 0.0000000
#> [469,] 0.0000000
#> [470,] 0.0000000
#> [471,] 0.0000000
#> [472,] 0.0000000
#> [473,] 0.0000000
#> [474,] 0.0000000
#> [475,] 0.0000000
#> [476,] 0.0000000
#> [477,] 0.0000000
#> [478,] 0.0000000
#> [479,] 0.0000000
#> [480,] 0.0000000
#> [481,] 0.0000000
#> [482,] 0.0000000
#> [483,] 0.0000000
#> [484,] 0.0000000
#> [485,] 0.0000000
#> [486,] 0.0000000
#> [487,] 0.0000000
#> [488,] 0.0000000
#> [489,] 0.0000000
#> [490,] 0.0000000
#> [491,] 0.0000000
#> [492,] 0.0000000
#> [493,] 0.0000000
#> [494,] 0.0000000
#> [495,] 0.0000000
#> [496,] 0.0000000
#> [497,] 0.0000000
#> [498,] 0.0000000
#> [499,] 0.0000000
#> [500,] 0.0000000
#> [501,] 0.0000000
#> [502,] 0.0000000
#> [503,] 0.0000000
#> [504,] 0.0000000
#> [505,] 0.0000000
#> [506,] 0.0000000
#> [507,] 0.0000000
#> [508,] 0.0000000
#> [509,] 0.0000000
#> [510,] 0.0000000
#> [511,] 0.0000000
#> [512,] 0.0000000
#> [513,] 0.0000000
#> [514,] 0.0000000
#> [515,] 0.0000000
#> [516,] 0.0000000
#> [517,] 0.0000000
#> [518,] 0.0000000
#> [519,] 0.0000000
#> [520,] 0.0000000
#> [521,] 0.0000000
#> [522,] 0.0000000
#> [523,] 0.0000000
#> [524,] 0.0000000
#> [525,] 0.0000000
#> [526,] 0.0000000
#> [527,] 0.0000000
#> [528,] 0.0000000
#> [529,] 0.0000000
#> [530,] 0.0000000
#> [531,] 0.0000000
#> [532,] 0.0000000
#> [533,] 2.0063737
#> [534,] 0.0000000
#> [535,] 0.0000000
#> [536,] 0.0000000
#> [537,] 0.0000000
#> [538,] 0.0000000
#> [539,] 0.0000000
#> [540,] 0.0000000
#> [541,] 0.0000000
#> [542,] 0.0000000
#> [543,] 0.0000000
#> [544,] 0.0000000
#> [545,] 0.0000000
#> [546,] 0.0000000
#> [547,] 0.0000000
#> [548,] 0.0000000
#> [549,] 0.0000000
#> [550,] 0.0000000
#> [551,] 0.0000000
#> [552,] 0.0000000
#> [553,] 0.0000000
#> [554,] 0.0000000
#> [555,] 0.0000000
#> [556,] 0.0000000
#> [557,] 0.0000000
#> [558,] 0.0000000
#> [559,] 0.0000000
#> [560,] 0.0000000
#> [561,] 0.0000000
#> [562,] 0.0000000
#> [563,] 0.0000000
#> [564,] 0.0000000
#> [565,] 0.0000000
#> [566,] 0.0000000
#> [567,] 0.0000000
#> [568,] 0.0000000
#> [569,] 0.0000000
#> [570,] 0.0000000
#> [571,] 0.0000000
#> [572,] 0.0000000
#> [573,] 0.0000000
#> [574,] 0.0000000
#> [575,] 0.0000000
#> [576,] 0.0000000
#> [577,] 0.0000000
#> [578,] 0.0000000
#> [579,] 0.0000000
#> [580,] 0.0000000
#> [581,] 0.0000000
#> [582,] 0.0000000
#> [583,] 0.0000000
#> [584,] 0.0000000
#> [585,] 0.0000000
#> [586,] 0.0000000
#> [587,] 0.0000000
#> [588,] 0.0000000
#> [589,] 0.0000000
#> [590,] 3.5657664
#> [591,] 0.0000000
#> [592,] 0.0000000
#> [593,] 0.0000000
#> [594,] 0.0000000
#> [595,] 0.0000000
#> [596,] 0.0000000
#> [597,] 0.0000000
#> [598,] 0.0000000
#> [599,] 0.0000000
#> [600,] 0.0000000
#> [601,] 0.0000000
#> [602,] 0.0000000
#> [603,] 0.0000000
#> [604,] 0.0000000
#> [605,] 0.0000000
#> [606,] 0.0000000
#> [607,] 0.0000000
#> [608,] 0.0000000
#> [609,] 0.0000000
#> [610,] 0.0000000
#> [611,] 0.0000000
#> [612,] 0.0000000
#> [613,] 0.0000000
#> [614,] 0.0000000
#> [615,] 0.0000000
#> [616,] 0.0000000
#> [617,] 0.0000000
#> [618,] 0.0000000
#> [619,] 0.0000000
#> [620,] 0.0000000
#> [621,] 0.0000000
#> [622,] 0.0000000
#> [623,] 0.0000000
#> [624,] 0.0000000
#> [625,] 0.0000000
#> [626,] 0.0000000
#> [627,] 0.0000000
#> [628,] 0.0000000
#> [629,] 0.0000000
#> [630,] 0.0000000
#> [631,] 0.0000000
#> [632,] 0.0000000
#> [633,] 0.0000000
#> [634,] 0.0000000
#> [635,] 0.0000000
#> [636,] 0.0000000
#> [637,] 0.0000000
#> [638,] 2.1503972
#> [639,] 0.0000000
#> [640,] 0.0000000
#> [641,] 2.8168895
#> [642,] 0.0000000
#> [643,] 0.0000000
#> [644,] 0.0000000
#> [645,] 0.0000000
#> [646,] 0.0000000
#> [647,] 0.0000000
#> [648,] 0.0000000
#> [649,] 0.0000000
#> [650,] 63.0618341
#> [651,] 0.0000000
#> [652,] 0.0000000
#> [653,] 0.0000000
#> [654,] 0.0000000
#> [655,] 0.0000000
#> [656,] 0.0000000
#> [657,] 0.0000000
#> [658,] 0.0000000
#> [659,] 0.0000000
#> [660,] 0.0000000
#> [661,] 0.0000000
#> [662,] 0.0000000
#> [663,] 0.0000000
#> [664,] 0.0000000
#> [665,] 0.0000000
#> [666,] 0.0000000
#> [667,] 0.0000000
#> [668,] 0.0000000
#> [669,] 0.0000000
#> [670,] 0.0000000
#> [671,] 0.0000000
#> [672,] 0.0000000
#> [673,] 0.0000000
#> [674,] 0.0000000
#> [675,] 0.0000000
#> [676,] 0.0000000
#> [677,] 0.0000000
#> [678,] 0.0000000
#> [679,] 0.0000000
#> [680,] 0.0000000
#> [681,] 0.0000000
#> [682,] 0.0000000
#> [683,] 0.0000000
#> [684,] 0.0000000
#> [685,] 0.0000000
#> [686,] 0.0000000
#> [687,] 0.0000000
#> [688,] 0.0000000
#> [689,] 0.0000000
#> [690,] 0.0000000
#> [691,] 0.0000000
#> [692,] 0.0000000
#> [693,] 3.0605174
#> [694,] 0.0000000
#> [695,] 0.0000000
#> [696,] 0.0000000
#> [697,] 0.0000000
#> [698,] 0.0000000
#> [699,] 0.0000000
#> [700,] 0.0000000
#> [701,] 0.0000000
#> [702,] 0.0000000
#> [703,] 8.4676373
#> [704,] 3.2354005
#> [705,] 0.0000000
#> [706,] 0.7621608
#> [707,] 0.0000000
#> [708,] 0.0000000
#> [709,] 0.0000000
#> [710,] 0.0000000
#> [711,] 0.0000000
#> [712,] 0.0000000
#> [713,] 0.0000000
#> [714,] 0.0000000
#> [715,] 0.0000000
#> [716,] 0.0000000
#> [717,] 0.0000000
#> [718,] 0.0000000
#> [719,] 0.0000000
#> [720,] 0.0000000
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#> [9484,] 0.0000000
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#> [9486,] 0.0000000
#> [9487,] 0.0000000
#> [9488,] 0.0000000
#> [9489,] 0.0000000
#> [9490,] 0.0000000
#> [9491,] 0.0000000
#> [9492,] 0.0000000
#> [9493,] 0.0000000
#> [9494,] 0.0000000
#> [9495,] 0.0000000
#> [9496,] 0.0000000
#> [9497,] 0.0000000
#> [9498,] 0.0000000
#> [9499,] 0.0000000
#> [9500,] 0.0000000
#> [9501,] 0.0000000
#> [9502,] 0.0000000
#> [9503,] 0.0000000
#> [9504,] 1.9465715
#> [9505,] 0.0000000
#> [9506,] 0.0000000
#> [9507,] 0.0000000
#> [9508,] 0.0000000
#> [9509,] 0.0000000
#> [9510,] 0.0000000
#> [9511,] 0.0000000
#> [9512,] 0.0000000
#> [9513,] 0.0000000
#> [9514,] 0.0000000
#> [9515,] 0.0000000
#> [9516,] 0.0000000
#> [9517,] 0.5695290
#> [9518,] 0.0000000
#> [9519,] 0.0000000
#> [9520,] 0.0000000
#> [9521,] 0.0000000
#> [9522,] 0.0000000
#> [9523,] 0.0000000
#> [9524,] 0.0000000
#> [9525,] 0.0000000
#> [9526,] 0.0000000
#> [9527,] 0.0000000
#> [9528,] 0.0000000
#> [9529,] 0.0000000
#> [9530,] 0.0000000
#> [9531,] 0.0000000
#> [9532,] 0.0000000
#> [9533,] 0.0000000
#> [9534,] 0.0000000
#> [9535,] 0.0000000
#> [9536,] 0.0000000
#> [9537,] 141.4073546
#> [9538,] 0.0000000
#> [9539,] 0.0000000
#> [9540,] 0.0000000
#> [9541,] 1.7796503
#> [9542,] 0.0000000
#> [9543,] 0.0000000
#> [9544,] 0.0000000
#> [9545,] 0.0000000
#> [9546,] 0.0000000
#> [9547,] 0.8730783
#> [9548,] 0.0000000
#> [9549,] 109.2736833
#> [9550,] 0.0000000
#> [9551,] 0.0000000
#> [9552,] 0.0000000
#> [9553,] 0.0000000
#> [9554,] 0.0000000
#> [9555,] 0.0000000
#> [9556,] 0.0000000
#> [9557,] 0.0000000
#> [9558,] 0.0000000
#> [9559,] 0.0000000
#> [9560,] 0.0000000
#> [9561,] 0.0000000
#> [9562,] 0.0000000
#> [9563,] 0.0000000
#> [9564,] 0.0000000
#> [9565,] 0.0000000
#> [9566,] 0.0000000
#> [9567,] 0.0000000
#> [9568,] 0.0000000
#> [9569,] 0.0000000
#> [9570,] 0.0000000
#> [9571,] 0.0000000
#> [9572,] 0.0000000
#> [9573,] 0.0000000
#> [9574,] 0.0000000
#> [9575,] 1.0073554
#> [9576,] 0.0000000
#> [9577,] 0.0000000
#> [9578,] 0.0000000
#> [9579,] 0.0000000
#> [9580,] 0.0000000
#> [9581,] 0.0000000
#> [9582,] 0.0000000
#> [9583,] 0.0000000
#> [9584,] 0.0000000
#> [9585,] 0.0000000
#> [9586,] 0.0000000
#> [9587,] 0.0000000
#> [9588,] 1.2072366
#> [9589,] 1.6370926
#> [9590,] 0.0000000
#> [9591,] 0.0000000
#> [9592,] 0.0000000
#> [9593,] 0.0000000
#> [9594,] 0.0000000
#> [9595,] 0.0000000
#> [9596,] 0.0000000
#> [9597,] 0.0000000
#> [9598,] 0.0000000
#> [9599,] 0.0000000
#> [9600,] 0.0000000
#> [9601,] 0.0000000
#> [9602,] 0.0000000
#> [9603,] 0.0000000
#> [9604,] 0.0000000
#> [9605,] 0.0000000
#> [9606,] 0.0000000
#> [9607,] 0.0000000
#> [9608,] 0.0000000
#> [9609,] 0.0000000
#> [9610,] 0.0000000
#> [9611,] 0.0000000
#> [9612,] 0.0000000
#> [9613,] 0.0000000
#> [9614,] 0.0000000
#> [9615,] 0.0000000
#> [9616,] 0.0000000
#> [9617,] 0.0000000
#> [9618,] 0.0000000
#> [9619,] 0.0000000
#> [9620,] 0.0000000
#> [9621,] 0.0000000
#> [9622,] 0.0000000
#> [9623,] 0.0000000
#> [9624,] 0.0000000
#> [9625,] 0.0000000
#> [9626,] 0.0000000
#> [9627,] 0.0000000
#> [9628,] 0.0000000
#> [9629,] 0.0000000
#> [9630,] 0.0000000
#> [9631,] 0.0000000
#> [9632,] 0.0000000
#> [9633,] 0.0000000
#> [9634,] 0.0000000
#> [9635,] 0.0000000
#> [9636,] 1.0237786
#> [9637,] 0.0000000
#> [9638,] 0.0000000
#> [9639,] 0.0000000
#> [9640,] 0.0000000
#> [9641,] 0.0000000
#> [9642,] 0.0000000
#> [9643,] 0.0000000
#> [9644,] 0.0000000
#> [9645,] 0.0000000
#> [9646,] 0.0000000
#> [9647,] 0.0000000
#> [9648,] 0.0000000
#> [9649,] 0.0000000
#> [9650,] 0.0000000
#> [9651,] 1.9612793
#> [9652,] 0.0000000
#> [9653,] 0.0000000
#> [9654,] 0.0000000
#> [9655,] 0.0000000
#> [9656,] 0.0000000
#> [9657,] 0.0000000
#> [9658,] 0.0000000
#> [9659,] 0.0000000
#> [9660,] 0.0000000
#> [9661,] 0.0000000
#> [9662,] 0.0000000
#> [9663,] 0.0000000
#> [9664,] 1.5855524
#> [9665,] 0.0000000
#> [9666,] 0.0000000
#> [9667,] 0.0000000
#> [9668,] 0.0000000
#> [9669,] 1.5423785
#> [9670,] 0.0000000
#> [9671,] 0.0000000
#> [9672,] 0.0000000
#> [9673,] 0.0000000
#> [9674,] 0.0000000
#> [9675,] 0.0000000
#> [9676,] 83.3029858
#> [9677,] 0.0000000
#> [9678,] 0.0000000
#> [9679,] 0.0000000
#> [9680,] 0.0000000
#> [9681,] 0.0000000
#> [9682,] 0.0000000
#> [9683,] 0.0000000
#> [9684,] 0.0000000
#> [9685,] 0.0000000
#> [9686,] 0.0000000
#> [9687,] 0.0000000
#> [9688,] 0.0000000
#> [9689,] 0.0000000
#> [9690,] 0.0000000
#> [9691,] 0.0000000
#> [9692,] 0.0000000
#> [9693,] 0.0000000
#> [9694,] 0.0000000
#> [9695,] 0.0000000
#> [9696,] 0.0000000
#> [9697,] 0.0000000
#> [9698,] 0.0000000
#> [9699,] 0.0000000
#> [9700,] 0.0000000
#> [9701,] 0.0000000
#> [9702,] 0.0000000
#> [9703,] 0.0000000
#> [9704,] 0.0000000
#> [9705,] 1.5390345
#> [9706,] 0.0000000
#> [9707,] 0.0000000
#> [9708,] 0.0000000
#> [9709,] 0.0000000
#> [9710,] 0.0000000
#> [9711,] 0.0000000
#> [9712,] 0.0000000
#> [9713,] 6.0757270
#> [9714,] 0.0000000
#> [9715,] 0.0000000
#> [9716,] 0.0000000
#> [9717,] 0.0000000
#> [9718,] 0.0000000
#> [9719,] 0.0000000
#> [9720,] 0.0000000
#> [9721,] 1.7337482
#> [9722,] 22.0809113
#> [9723,] 0.0000000
#> [9724,] 0.0000000
#> [9725,] 0.0000000
#> [9726,] 0.8093868
#> [9727,] 0.0000000
#> [9728,] 0.0000000
#> [9729,] 0.0000000
#> [9730,] 0.0000000
#> [9731,] 0.0000000
#> [9732,] 0.0000000
#> [9733,] 0.0000000
#> [9734,] 3.9488135
#> [9735,] 0.0000000
#> [9736,] 0.0000000
#> [9737,] 0.0000000
#> [9738,] 0.0000000
#> [9739,] 0.0000000
#> [9740,] 0.0000000
#> [9741,] 0.0000000
#> [9742,] 0.0000000
#> [9743,] 0.0000000
#> [9744,] 0.0000000
#> [9745,] 0.0000000
#> [9746,] 0.0000000
#> [9747,] 0.0000000
#> [9748,] 0.0000000
#> [9749,] 0.0000000
#> [9750,] 0.0000000
#> [9751,] 0.0000000
#> [9752,] 0.0000000
#> [9753,] 0.0000000
#> [9754,] 0.0000000
#> [9755,] 0.0000000
#> [9756,] 0.0000000
#> [9757,] 0.0000000
#> [9758,] 0.0000000
#> [9759,] 0.0000000
#> [9760,] 0.0000000
#> [9761,] 0.0000000
#> [9762,] 0.0000000
#> [9763,] 0.0000000
#> [9764,] 0.0000000
#> [9765,] 0.0000000
#> [9766,] 0.0000000
#> [9767,] 0.0000000
#> [9768,] 0.0000000
#> [9769,] 0.6005804
#> [9770,] 0.0000000
#> [9771,] 0.0000000
#> [9772,] 0.0000000
#> [9773,] 0.0000000
#> [9774,] 0.0000000
#> [9775,] 0.0000000
#> [9776,] 3.5347639
#> [9777,] 0.0000000
#> [9778,] 0.0000000
#> [9779,] 0.0000000
#> [9780,] 0.0000000
#> [9781,] 0.6557227
#> [9782,] 0.0000000
#> [9783,] 0.0000000
#> [9784,] 0.0000000
#> [9785,] 0.0000000
#> [9786,] 0.0000000
#> [9787,] 0.0000000
#> [9788,] 1.2807840
#> [9789,] 0.0000000
#> [9790,] 0.0000000
#> [9791,] 0.0000000
#> [9792,] 2.7867897
#> [9793,] 0.0000000
#> [9794,] 0.0000000
#> [9795,] 0.0000000
#> [9796,] 0.0000000
#> [9797,] 0.0000000
#> [9798,] 0.0000000
#> [9799,] 0.0000000
#> [9800,] 0.0000000
#> [9801,] 0.0000000
#> [9802,] 0.0000000
#> [9803,] 0.0000000
#> [9804,] 0.0000000
#> [9805,] 0.0000000
#> [9806,] 0.0000000
#> [9807,] 0.0000000
#> [9808,] 0.0000000
#> [9809,] 0.0000000
#> [9810,] 0.0000000
#> [9811,] 0.0000000
#> [9812,] 0.0000000
#> [9813,] 0.0000000
#> [9814,] 6.6987973
#> [9815,] 0.0000000
#> [9816,] 0.0000000
#> [9817,] 0.0000000
#> [9818,] 0.0000000
#> [9819,] 0.0000000
#> [9820,] 0.0000000
#> [9821,] 0.0000000
#> [9822,] 2.1329748
#> [9823,] 0.0000000
#> [9824,] 0.0000000
#> [9825,] 0.0000000
#> [9826,] 0.0000000
#> [9827,] 0.0000000
#> [9828,] 0.0000000
#> [9829,] 0.0000000
#> [9830,] 0.0000000
#> [9831,] 0.0000000
#> [9832,] 0.0000000
#> [9833,] 0.0000000
#> [9834,] 8.4333101
#> [9835,] 0.0000000
#> [9836,] 0.0000000
#> [9837,] 0.0000000
#> [9838,] 0.0000000
#> [9839,] 0.0000000
#> [9840,] 0.0000000
#> [9841,] 0.0000000
#> [9842,] 0.0000000
#> [9843,] 0.0000000
#> [9844,] 0.0000000
#> [9845,] 0.0000000
#> [9846,] 1.3880373
#> [9847,] 0.0000000
#> [9848,] 0.0000000
#> [9849,] 0.0000000
#> [9850,] 0.0000000
#> [9851,] 0.0000000
#> [9852,] 0.0000000
#> [9853,] 0.0000000
#> [9854,] 0.0000000
#> [9855,] 0.0000000
#> [9856,] 0.0000000
#> [9857,] 0.0000000
#> [9858,] 0.0000000
#> [9859,] 3.3929795
#> [9860,] 0.0000000
#> [9861,] 0.0000000
#> [9862,] 0.0000000
#> [9863,] 0.0000000
#> [9864,] 0.0000000
#> [9865,] 0.0000000
#> [9866,] 0.0000000
#> [9867,] 0.0000000
#> [9868,] 0.0000000
#> [9869,] 0.0000000
#> [9870,] 0.0000000
#> [9871,] 0.0000000
#> [9872,] 0.0000000
#> [9873,] 2.5263182
#> [9874,] 8.7393682
#> [9875,] 0.0000000
#> [9876,] 0.0000000
#> [9877,] 0.0000000
#> [9878,] 0.0000000
#> [9879,] 0.0000000
#> [9880,] 0.0000000
#> [9881,] 0.0000000
#> [9882,] 0.0000000
#> [9883,] 0.0000000
#> [9884,] 0.0000000
#> [9885,] 0.0000000
#> [9886,] 0.0000000
#> [9887,] 0.0000000
#> [9888,] 0.0000000
#> [9889,] 0.0000000
#> [9890,] 0.0000000
#> [9891,] 0.0000000
#> [9892,] 0.9989256
#> [9893,] 0.0000000
#> [9894,] 0.0000000
#> [9895,] 0.0000000
#> [9896,] 0.0000000
#> [9897,] 0.0000000
#> [9898,] 0.0000000
#> [9899,] 0.0000000
#> [9900,] 0.0000000
#> [9901,] 0.0000000
#> [9902,] 0.0000000
#> [9903,] 0.0000000
#> [9904,] 0.0000000
#> [9905,] 0.0000000
#> [9906,] 0.0000000
#> [9907,] 0.0000000
#> [9908,] 0.0000000
#> [9909,] 0.0000000
#> [9910,] 0.0000000
#> [9911,] 4.5367812
#> [9912,] 0.0000000
#> [9913,] 0.0000000
#> [9914,] 0.0000000
#> [9915,] 0.0000000
#> [9916,] 0.0000000
#> [9917,] 0.0000000
#> [9918,] 0.0000000
#> [9919,] 0.0000000
#> [9920,] 0.0000000
#> [9921,] 3.8843050
#> [9922,] 0.0000000
#> [9923,] 0.0000000
#> [9924,] 0.0000000
#> [9925,] 0.0000000
#> [9926,] 0.0000000
#> [9927,] 0.0000000
#> [9928,] 1.6657832
#> [9929,] 0.0000000
#> [9930,] 0.0000000
#> [9931,] 0.0000000
#> [9932,] 0.0000000
#> [9933,] 0.0000000
#> [9934,] 0.0000000
#> [9935,] 0.0000000
#> [9936,] 0.0000000
#> [9937,] 0.0000000
#> [9938,] 0.0000000
#> [9939,] 0.0000000
#> [9940,] 0.0000000
#> [9941,] 0.0000000
#> [9942,] 0.0000000
#> [9943,] 0.0000000
#> [9944,] 0.0000000
#> [9945,] 0.0000000
#> [9946,] 0.0000000
#> [9947,] 0.0000000
#> [9948,] 0.0000000
#> [9949,] 0.0000000
#> [9950,] 0.0000000
#> [9951,] 0.0000000
#> [9952,] 0.0000000
#> [9953,] 0.0000000
#> [9954,] 0.0000000
#> [9955,] 2.0817301
#> [9956,] 0.0000000
#> [9957,] 0.0000000
#> [9958,] 0.0000000
#> [9959,] 0.0000000
#> [9960,] 0.0000000
#> [9961,] 0.0000000
#> [9962,] 0.0000000
#> [9963,] 0.0000000
#> [9964,] 0.0000000
#> [9965,] 0.0000000
#> [9966,] 3.1285473
#> [9967,] 0.0000000
#> [9968,] 0.0000000
#> [9969,] 0.0000000
#> [9970,] 0.0000000
#> [9971,] 0.0000000
#> [9972,] 0.0000000
#> [9973,] 0.0000000
#> [9974,] 0.0000000
#> [9975,] 0.0000000
#> [9976,] 0.0000000
#> [9977,] 0.0000000
#> [9978,] 0.0000000
#> [9979,] 0.0000000
#> [9980,] 0.0000000
#> [9981,] 0.0000000
#> [9982,] 0.0000000
#> [9983,] 0.0000000
#> [9984,] 2.8330407
#> [9985,] 0.0000000
#> [9986,] 0.0000000
#> [9987,] 0.0000000
#> [9988,] 0.0000000
#> [9989,] 0.0000000
#> [9990,] 0.0000000
#> [9991,] 0.0000000
#> [9992,] 0.0000000
#> [9993,] 0.0000000
#> [9994,] 0.0000000
#> [9995,] 0.0000000
#> [9996,] 0.0000000
#> [9997,] 0.8303126
#> [9998,] 0.0000000
#> [9999,] 0.0000000
#> [10000,] 0.0000000
#>
#> $xc
#> [,1] [,2] [,3]
#> [1,] -0.694289012 1.315302426 1
#> [2,] -1.962475584 -0.268460304 1
#> [3,] 2.155028080 -1.123275564 1
#> [4,] -0.395148521 -0.217079372 1
#> [5,] 1.138209209 2.363705289 1
#> [6,] -1.104674659 1.765798048 1
#> [7,] 1.410847847 -1.347704702 1
#> [8,] -1.415855784 2.392717931 1
#> [9,] 1.527275884 -2.763592780 1
#> [10,] 0.291179864 2.373187702 1
#> [11,] -0.003160818 2.913994150 1
#> [12,] -2.090571156 -0.985478408 1
#> [13,] -2.042421082 1.383583556 1
#> [14,] 2.011198945 0.401025072 1
#> [15,] -1.177353568 1.222669142 1
#> [16,] 0.068548413 2.370084648 1
#> [17,] 1.259129819 -1.897184854 1
#> [18,] 0.831343546 -1.481442115 1
#> [19,] -1.423737544 2.103948219 1
#> [20,] -1.568344904 -0.565221062 1
#> [21,] 1.435278399 -0.984504715 1
#> [22,] -1.230676465 0.653906464 1
#> [23,] -2.750243914 0.324658856 1
#> [24,] -0.107046237 -0.107321119 1
#> [25,] -0.764084936 1.593461260 1
#> [26,] 1.147342040 2.573192710 1
#> [27,] 2.598185034 0.709289825 1
#> [28,] 0.298555313 -1.324781762 1
#> [29,] 2.564282605 -1.291394729 1
#> [30,] 1.644133702 -2.565907065 1
#> [31,] -0.703102976 -2.215180161 1
#> [32,] -1.102064177 0.612385570 1
#> [33,] 0.769177759 -1.368278105 1
#> [34,] 0.476160793 -0.682419272 1
#> [35,] -0.742999009 1.858798820 1
#> [36,] 0.016285296 2.316513061 1
#> [37,] 0.030156232 -1.867342754 1
#> [38,] 2.052765759 0.591320667 1
#> [39,] -0.034473379 -0.153080352 1
#> [40,] 1.736039260 0.452750634 1
#> [41,] 3.700135598 -0.879256591 1
#> [42,] 0.842673926 -1.355527158 1
#> [43,] -2.020200431 1.315307786 1
#> [44,] -0.987499170 1.666084537 1
#> [45,] 2.377534066 -2.004162317 1
#> [46,] -0.312567755 -0.273284182 1
#> [47,] 2.227866004 0.921259336 1
#> [48,] -2.198725404 -0.362952048 1
#> [49,] 1.639939035 -1.123053705 1
#> [50,] 1.177745783 -1.810326054 1
#> [51,] 2.132823885 0.149666809 1
#> [52,] -1.329258073 -0.403999350 1
#> [53,] -0.396423620 2.097624426 1
#> [54,] 2.708268463 -1.428703300 1
#> [55,] 1.671519692 -1.744174831 1
#> [56,] 1.082187628 0.724702741 1
#> [57,] 1.768717102 -1.193708794 1
#> [58,] 1.271453004 -0.897815591 1
#> [59,] 1.579667467 1.575904320 1
#> [60,] 1.349817211 0.247362795 1
#> [61,] -1.621170092 -0.493397259 1
#> [62,] -0.573038059 1.563032746 1
#> [63,] 1.590208929 -1.420667266 1
#> [64,] 1.730526694 0.336505246 1
#> [65,] -0.206347412 2.617832008 1
#> [66,] -3.066541682 0.623539299 1
#> [67,] 0.442203007 -0.492639396 1
#> [68,] 0.425861693 -2.538076147 1
#> [69,] 2.019765284 -0.579145360 1
#> [70,] -0.539467345 -2.555729509 1
#> [71,] -0.454602293 -4.142312885 1
#> [72,] 1.521349258 1.430517093 1
#> [73,] 1.419437808 -1.207580453 1
#> [74,] 2.146699908 -0.789242680 1
#> [75,] 3.125086050 0.117493677 1
#> [76,] -1.299217296 1.838800976 1
#> [77,] -1.908629898 2.980889713 1
#> [78,] -1.613079571 3.215422646 1
#> [79,] -0.992267913 1.704220854 1
#> [80,] 0.171217641 -1.403069096 1
#> [81,] 1.639167047 -1.567846595 1
#> [82,] -1.294710808 1.889186656 1
#> [83,] -0.056263878 -0.217460915 1
#> [84,] 1.609586779 -2.896627147 1
#> [85,] -2.822511800 0.279867961 1
#> [86,] -0.462117387 2.500600986 1
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#> [459,] -0.604863356 -2.415053890 1
#> [460,] -0.179221860 2.560447791 1
#> [461,] -0.370696052 1.820722523 1
#> [462,] 1.086742003 2.651429316 1
#> [463,] -3.343773376 1.864636448 1
#> [464,] -2.245033763 -0.467405737 1
#> [465,] -0.038254761 -1.660634954 1
#> [466,] 2.231209889 -1.129381826 1
#> [467,] -0.250637597 1.418565499 1
#> [468,] -1.859875613 1.430078403 1
#> [469,] -1.312770236 -3.010772774 1
#> [470,] -3.840101340 -0.773117797 1
#> [471,] -2.524429931 1.095196066 1
#> [472,] -0.850786168 1.710469384 1
#> [473,] 2.353433085 -0.694609333 1
#> [474,] -0.560512217 1.260643072 1
#> [475,] 0.934215399 -0.840411323 1
#> [476,] 0.228383840 -2.913590071 1
#> [477,] -2.667534076 -0.464983162 1
#> [478,] 1.991573246 -1.257950057 1
#> [479,] 2.083157652 -0.762661842 1
#> [480,] 1.475527876 -1.169468971 1
#> [481,] 0.733573564 -0.321327855 1
#> [482,] -1.240163130 -2.625795562 1
#> [483,] 1.948789203 -0.326443065 1
#> [484,] -2.421296697 1.207130455 1
#> [485,] -1.144264344 -1.824946876 1
#> [486,] -0.459341467 1.216472918 1
#> [487,] -2.112156202 2.031867010 1
#> [488,] 1.685829618 -1.439277259 1
#> [489,] 1.474905549 -1.266134387 1
#> [490,] 0.232154961 0.322469958 1
#> [491,] -1.744660991 0.547991425 1
#> [492,] -0.459312486 -3.963763837 1
#> [493,] -2.101901314 0.883204025 1
#> [494,] 2.102346913 0.739616257 1
#> [495,] -0.429837927 1.963544790 1
#> [496,] 2.290650940 0.144725902 1
#> [497,] -1.489734531 1.773532139 1
#> [498,] 2.332647701 0.463515877 1
#> [499,] 0.381356003 -0.201529292 1
#> [500,] -2.912314467 0.105894399 1
#> [501,] 1.112330348 -1.616543614 1
#> [502,] -1.597163074 1.683625887 1
#> [503,] 0.471317803 2.835806692 1
#> [504,] 1.615795384 2.363491058 1
#> [505,] 1.413318566 1.488963500 1
#> [506,] -0.763754501 2.915135069 1
#> [507,] -0.840294634 1.604135294 1
#> [508,] 3.563951184 0.777955854 1
#> [509,] 1.848168656 -0.106446326 1
#> [510,] 2.523983288 1.004147262 1
#> [511,] 0.811914972 -0.973105217 1
#> [512,] -0.281782824 2.866531078 1
#> [513,] -2.234778391 -1.019116100 1
#> [514,] 3.463209410 -0.056548179 1
#> [515,] -2.408589358 1.907575511 1
#> [516,] 0.172796310 3.641230411 1
#> [517,] 0.359122162 -3.175118551 1
#> [518,] -0.623953521 -1.492458839 1
#> [519,] -1.144355583 0.875963693 1
#> [520,] 1.327877265 -1.857071464 1
#> [521,] 1.144664341 -0.737162466 1
#> [522,] 0.405146033 -0.174809025 1
#> [523,] -0.793900905 1.026976267 1
#> [524,] 1.568565186 -1.969192868 1
#> [525,] -1.602560557 1.753519920 1
#> [526,] 2.124720667 -0.977803255 1
#> [527,] 0.262805229 -0.618876263 1
#> [528,] -2.450440978 1.447106321 1
#> [529,] -0.283276021 2.230212361 1
#> [530,] -0.223003285 2.136593379 1
#> [531,] -0.590998893 -0.881997789 1
#> [532,] -1.788906140 3.048057268 1
#> [533,] 1.987999103 -0.984044994 1
#> [534,] -0.415626165 3.102748535 1
#> [535,] -1.160245599 2.452217952 1
#> [536,] -0.784930122 -1.688342664 1
#> [537,] -0.638214451 -2.234027157 1
#> [538,] -0.788569633 1.776278571 1
#> [539,] 1.522506938 -0.751879537 1
#> [540,] 2.063072222 -1.209909474 1
#> [541,] 1.565354070 -1.255614555 1
#> [542,] -0.331804080 2.151976146 1
#> [543,] 2.156134142 -1.195639617 1
#> [544,] 1.094661602 -1.237577456 1
#> [545,] 1.876100108 0.718015177 1
#> [546,] -0.900181423 1.673389364 1
#> [547,] 0.342975090 2.000351340 1
#> [548,] 1.061529935 1.517880349 1
#> [549,] -0.446481332 -2.311719073 1
#> [550,] 1.481633877 1.494712011 1
#> [551,] -0.734059113 2.147934229 1
#> [552,] -1.785117095 2.010741311 1
#> [553,] 0.917327120 -0.335123870 1
#> [554,] -2.210817204 -2.713029907 1
#> [555,] -0.753206531 -2.168394947 1
#> [556,] -0.561670647 2.064027984 1
#> [557,] 0.780284996 -1.701386161 1
#> [558,] 1.217305535 2.674572556 1
#> [559,] -1.838446305 1.613770351 1
#> [560,] -0.993334381 1.773629589 1
#> [561,] -0.494806871 -0.763915465 1
#> [562,] -1.321124231 -0.152346321 1
#> [563,] -1.580969191 0.335859588 1
#> [564,] 1.283260633 0.103439776 1
#> [565,] -2.482447567 -1.868777402 1
#> [566,] -1.617863994 1.722495317 1
#> [567,] 1.901482562 0.490123842 1
#> [568,] -2.052961748 1.717738129 1
#> [569,] -3.345500407 0.419953559 1
#> [570,] 2.149306387 -0.271638385 1
#> [571,] -0.515447996 1.874584593 1
#> [572,] 1.220072471 -1.283444283 1
#> [573,] 0.855657662 2.811053362 1
#> [574,] 1.818731545 -1.262486630 1
#> [575,] 3.092557156 1.173085079 1
#> [576,] 0.209151125 0.214755438 1
#> [577,] 0.449927641 0.109491112 1
#> [578,] 0.260840600 -0.253112266 1
#> [579,] 2.393028031 0.589283981 1
#> [580,] 2.686954783 0.241546566 1
#> [581,] 1.657029054 -1.112965444 1
#> [582,] 0.323772716 3.129467103 1
#> [583,] -0.127883245 -1.324670403 1
#> [584,] -0.338504262 -1.382930255 1
#> [585,] 2.140863099 2.417111153 1
#> [586,] -2.636016671 0.029199044 1
#> [587,] -1.453547775 2.079480969 1
#> [588,] 1.357809513 -1.027421921 1
#> [589,] -0.980801346 -0.780397463 1
#> [590,] 1.940683141 -2.082899668 1
#> [591,] 1.249381933 -2.751447647 1
#> [592,] -2.282695323 2.022138748 1
#> [593,] 1.081283407 0.559466106 1
#> [594,] 2.132385742 0.175198785 1
#> [595,] 1.702241091 -1.636436601 1
#> [596,] -1.690922183 2.286780220 1
#> [597,] 1.531581238 -1.200975303 1
#> [598,] -0.943478752 0.670862562 1
#> [599,] 2.291642011 -0.495790453 1
#> [600,] 0.801245641 -0.964375268 1
#> [601,] -0.599299572 2.458943766 1
#> [602,] 1.164613037 1.951262796 1
#> [603,] -0.555007565 -0.034205650 1
#> [604,] -1.196321873 1.651538706 1
#> [605,] -0.626582742 2.213549575 1
#> [606,] 1.164479240 -1.438252164 1
#> [607,] -1.783252171 2.817477561 1
#> [608,] 1.282335099 -1.408016533 1
#> [609,] 0.698292546 -1.362584655 1
#> [610,] -0.066146436 0.319505642 1
#> [611,] -1.003404655 1.093571493 1
#> [612,] 0.653503698 2.883643959 1
#> [613,] 1.563499510 0.097266683 1
#> [614,] 0.496876659 -1.682753997 1
#> [615,] 1.888313400 -1.823757031 1
#> [616,] -1.027334254 2.044189236 1
#> [617,] 1.703473232 -1.558532886 1
#> [618,] -2.977935489 -0.468240600 1
#> [619,] 2.509870473 -0.433249013 1
#> [620,] 2.347010380 -1.584653076 1
#> [621,] 0.084758168 -1.655367054 1
#> [622,] -0.754964661 0.416127944 1
#> [623,] -1.127821717 2.154038506 1
#> [624,] 1.757106840 -0.522105098 1
#> [625,] -3.280452204 -0.827170889 1
#> [626,] 0.014425659 1.655276527 1
#> [627,] 2.061366018 -1.593715816 1
#> [628,] 0.750523826 -2.596837013 1
#> [629,] -1.458186149 1.257298227 1
#> [630,] 2.290987519 -0.949611859 1
#> [631,] 1.766296265 -1.175728944 1
#> [632,] 2.182423087 -1.731716800 1
#> [633,] -1.789163918 1.233735692 1
#> [634,] -0.077161828 -2.541393589 1
#> [635,] 1.973372205 -1.295471846 1
#> [636,] 1.915501512 -0.157434125 1
#> [637,] -0.989163866 0.577776405 1
#> [638,] 1.894446913 0.403257346 1
#> [639,] 0.393743381 -0.537561687 1
#> [640,] 1.847895123 -2.456721539 1
#> [641,] -0.701630161 2.059122765 1
#> [642,] 1.810909407 0.063229070 1
#> [643,] 0.645133380 -1.064441265 1
#> [644,] -1.542920829 1.510851052 1
#> [645,] 0.094217906 -0.773331754 1
#> [646,] 0.847105315 -1.684774237 1
#> [647,] 0.369130371 0.014270048 1
#> [648,] -1.314640834 0.900910850 1
#> [649,] 0.614937617 1.658252640 1
#> [650,] 3.141894563 0.685466975 1
#> [651,] -1.802973470 1.787729381 1
#> [652,] -3.444131618 1.339196341 1
#> [653,] -0.538136177 0.002688318 1
#> [654,] -1.292907081 1.272155037 1
#> [655,] 1.156058035 2.712081271 1
#> [656,] 0.879971612 1.244305155 1
#> [657,] -2.295314629 1.705513011 1
#> [658,] 3.159286398 -0.200835741 1
#> [659,] -1.145663516 2.203736988 1
#> [660,] 2.238306190 -0.848053032 1
#> [661,] -3.370328730 -0.447280336 1
#> [662,] -1.760860741 1.841917397 1
#> [663,] -0.888226567 1.965384302 1
#> [664,] -0.803501136 -1.482170009 1
#> [665,] 1.937905085 -0.897773851 1
#> [666,] 2.031459987 0.165743183 1
#> [667,] 0.608534718 -1.432443084 1
#> [668,] 0.269467605 -1.979279902 1
#> [669,] 0.998517316 2.808578635 1
#> [670,] 1.330143619 -0.955645784 1
#> [671,] -1.693135684 2.271246760 1
#> [672,] -2.401772483 0.610968451 1
#> [673,] -3.342697463 -0.038513451 1
#> [674,] 1.877901240 -1.065738332 1
#> [675,] 1.600009696 -0.177573094 1
#> [676,] -0.030274750 1.955559473 1
#> [677,] 0.704131698 -2.579781087 1
#> [678,] -0.961689276 1.303265950 1
#> [679,] -1.988711961 0.459873562 1
#> [680,] -1.225815850 -2.432333528 1
#> [681,] -1.366739425 2.434782673 1
#> [682,] -0.702002432 -2.364163954 1
#> [683,] 2.075954122 -1.057658822 1
#> [684,] 0.717605783 -1.108240419 1
#> [685,] -0.158876732 2.072297887 1
#> [686,] 1.503600129 -2.663616547 1
#> [687,] 2.035250096 -0.603791208 1
#> [688,] -1.202757155 0.901260339 1
#> [689,] 2.625600184 -0.789085627 1
#> [690,] -0.595664975 2.577112063 1
#>
#> $yc
#> [1] 1 -1 1 -1 1 1 -1 1 -1 1 1 -1 -1 1 1 1 1 1 1 1 1 1 -1 -1 1
#> [26] 1 1 -1 1 -1 -1 1 1 1 1 1 -1 1 -1 1 1 1 -1 1 1 -1 1 -1 1 1
#> [51] 1 -1 1 1 -1 -1 1 -1 1 1 -1 -1 1 1 1 -1 1 -1 -1 -1 -1 1 1 1 1
#> [76] 1 -1 1 1 1 -1 1 1 -1 -1 1 1 1 1 1 1 1 1 -1 1 1 -1 1 -1 1
#> [101] -1 1 -1 1 1 1 1 -1 1 1 1 1 1 1 1 -1 1 1 1 1 1 1 1 1 -1
#> [126] 1 1 -1 1 -1 1 1 -1 1 1 1 1 1 1 1 1 1 1 1 1 -1 1 -1 1 1
#> [151] -1 -1 -1 1 1 -1 1 -1 1 -1 1 -1 1 1 -1 -1 1 -1 -1 -1 1 -1 1 -1 -1
#> [176] 1 1 1 1 1 1 1 1 -1 -1 1 -1 -1 1 1 1 -1 1 -1 1 1 1 1 -1 1
#> [201] -1 1 1 1 -1 -1 1 1 -1 1 1 -1 1 1 1 1 -1 1 1 -1 1 -1 1 1 1
#> [226] 1 1 -1 1 -1 1 1 -1 -1 1 1 -1 1 1 1 1 1 -1 1 1 1 1 1 -1 -1
#> [251] 1 1 1 1 -1 -1 -1 1 -1 -1 1 1 -1 1 1 1 1 1 1 1 1 -1 1 1 1
#> [276] -1 1 1 1 1 -1 1 1 1 -1 1 1 1 1 1 1 1 -1 1 -1 -1 1 1 1 -1
#> [301] 1 -1 1 1 1 -1 1 1 1 1 1 1 1 1 1 -1 1 1 1 1 -1 1 -1 -1 -1
#> [326] 1 -1 -1 1 1 -1 -1 1 1 1 1 1 1 1 1 -1 1 -1 1 1 1 -1 1 -1 1
#> [351] -1 1 1 1 1 1 1 1 1 -1 -1 1 -1 1 -1 1 1 1 -1 1 1 1 -1 1 1
#> [376] -1 1 1 1 -1 1 1 -1 1 1 1 1 1 1 1 1 1 1 1 -1 1 1 1 1 1
#> [401] -1 -1 1 -1 1 1 -1 1 1 1 1 1 1 1 -1 1 1 1 1 -1 1 1 1 -1 1
#> [426] 1 -1 1 1 1 1 1 1 -1 1 -1 1 -1 1 1 1 -1 -1 -1 1 1 -1 1 1 1
#> [451] 1 1 -1 1 1 1 1 -1 -1 1 1 1 -1 -1 1 1 1 -1 -1 -1 -1 1 1 1 1
#> [476] -1 -1 1 1 1 -1 -1 1 -1 -1 1 -1 1 1 -1 1 -1 -1 1 1 1 1 1 -1 -1
#> [501] -1 1 1 1 1 1 1 1 1 1 1 1 -1 1 -1 1 -1 -1 1 -1 1 -1 1 1 1
#> [526] 1 1 -1 1 1 1 1 1 1 1 -1 -1 1 1 1 1 1 1 1 1 1 1 1 -1 1
#> [551] 1 -1 1 -1 -1 1 -1 1 -1 1 1 1 1 1 -1 -1 1 -1 -1 1 1 1 1 1 1
#> [576] -1 1 -1 1 1 1 1 1 -1 1 -1 1 1 1 -1 -1 -1 1 1 -1 1 1 1 1 1
#> [601] 1 1 -1 1 1 1 1 1 1 -1 1 1 1 1 1 1 1 -1 1 1 1 1 1 1 -1
#> [626] 1 1 -1 1 1 1 1 1 -1 1 1 1 1 1 -1 1 1 1 1 1 1 -1 1 1 1
#> [651] 1 -1 -1 1 1 1 -1 1 1 1 -1 -1 1 -1 1 1 1 -1 1 1 1 -1 -1 1 -1
#> [676] 1 -1 1 1 -1 1 -1 1 1 1 -1 1 1 1 1
#>